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Data Science Course in Bangalore

Domain Specialization

Learnbay offers Data Science Certification and AI certification courses with Domain specialization. Professionals with at least one year of experience can enroll in this program.

Course Fee

65000
3 Year Subscription
This course includes:

Domain Elective Specialization

12+ Real World Industry Project

 Guaranteed Job Referrals

 Special Classes for non-programmers

Live Faculty-led Online Training

3 Year Flexible Subscription

Weekend Batch: 9 months/250+ hrs

Weekday Batch: 7.5 months/250+ hrs

Eligibility

1+ yrs work exp.

Certification

Accredited with IBM

Projects

12+ Real Time Projects

No Cost EMI

₹ 7k/mon* (9 months)

ABOUT COURSE
About This Program

Eligibility

Best suitable for working professional with 1+ yrs of work exp. in any domain looking to start their career in data science.

Job Assistance

Resume sessions, Mock interviews and job referrals to land your dream job or data science and ML engineer.

Live Projects

12+ Real-time projects from multiple domains like healthcare, BFSI, retail, manufacturing, e-commerce, and marketing.

Data Science Course in Bangalore

Domain Specialization For Professionals

The Silicone Valley of India, Bangalore is the IT hub with major technical giants- Electronics city, International Tech Park, and Software Technology Park. Ranked 4th in the world after California, London, and Boston, Bangalore has immense IT infrastructure and opportunities.
Learnbay offers Industry accredited Data Science courses and Artificial Intelligence Certification courses with Domain Elective choices.

Course Fee

65000
3 Year Subscription
This course includes:

Domain Elective Specialization

12+ Real World Industry Project

 Guaranteed Job Referrals

 Special Classes for non-programmers

Live Faculty-led Online Training

Three Year Flexible Subscription

Weekend Batch: 9 months/250+ hrs

Weekday Batch: 7.5 months/250+ hrs

Eligibility

1+ yrs work exp.

Certification

Accredited with IBM

Projects

12+ Real Time Projects

No Cost EMI

₹ 7k/mon* (9 months)

ABOUT COURSE
About This Program

Eligibility

Best suitable for working professional with 1+ yrs of work exp. in any domain looking to start their career in data science.

Job Assistance

Resume sessions, Mock interviews and job referrals to land your dream job or data science and ML engineer.

Live Projects

12+ Real-time projects from multiple domains like healthcare, BFSI, retail, manufacturing, e-commerce, and marketing.
Key Highlights
Program Overview

  Designed for Working Professionals

  Real-Time Use Cases from Multiple Domains

  Industrial Certificate which is accredited with IBM

  One-on-One with Industry Mentors

  Guaranteed Job Referrals For Working Professionals

  Interview Prep Session And Mock Interview

  Industry Accredited Global Certification Course

  12+ Industry Projects & 2 capstone

  Special Classes For Non-Programming Background

   Interest Free Loan and No Cost EMI on Credit cards

Elective Details
Domain Specialization elective
Best data science institute in bangalore | Data Science Certification
Best data science institute in Chennai | Data Science Certification
Best data science institute in Hyderabad | Data Science Certification
Artificial Intelligence and Machine Learning Course
Best data science institute in Pune| Data Science Certification
Best data science institute in Pune| Data Science Certification
Best data science institute in Kolkata | Data Science Certification
Best data science institute in Kolkata | Data Science Certification
Key Highlights
Program Overview

  Designed for Working Professionals

  Real-Time Use Cases from Multiple Domains

  Industrial Certificate which is accredited with IBM

  One-on-One with Industry Mentors

  Guaranteed Job Referrals For Working Professionals

  Interview Prep Session And Mock Interview

  Industry Accredited Global Certification Course

  12+ Industry Projects & 2 capstone

  Special Classes For Non-Programming Background

   Interest Free Loan and No Cost EMI on Credit cards

Elective Details
Domain Specialization elective
Best data science institute in bangalore | Data Science Certification
Best data science institute in Chennai | Data Science Certification
Best data science institute in Hyderabad | Data Science Certification
Artificial Intelligence and Machine Learning Course
Best data science institute in Pune| Data Science Certification
Best data science institute in Pune| Data Science Certification
Best data science institute in Kolkata | Data Science Certification
Best data science institute in Kolkata | Data Science Certification
MODULES
Course Modules
Best data science institute in Bangalore | Data Science Certification

Python for Data Science

Best data science institute in Bangalore | Data Science Certification

Statistics Mathematics

Best data science institute in Kolkata | Data Science Certification

Machine Learning

Deep Learning

Best data science institute in Mumbai| Data Science Certification

NLP / Text Analytics

Best data science institute in Mumbai| Data Science Certification

Computer Vision

Best data science institute in Chennai | Data Science Certification

Project Management

Best data science institute in Chennai | Data Science Certification

R Programming

Best data science institute in Chennai | Data Science Certification

Domain Training

Best data science institute in Hyderabad | Data Science Certification

Google Cloud

Best data science institute in Hyderabad | Data Science Certification

mySQL

Best data science institute in Hyderabad | Data Science Certification

Mongo DB

Best data science institute in Pune | Data Science Certification

Power BI

Best data science institute in Pune | Data Science Certification

Tableau

Best data science institute in Pune | Data Science Certification

Apache Spark

Reinforcement Learning

Real Time Projects

AI/ML Project Management

MODULES
Course Modules
Best data science institute in Bangalore | Data Science Certification

Python for Data Science

Best data science institute in Bangalore | Data Science Certification

Statistics Mathematics

Best data science institute in Kolkata | Data Science Certification

Machine Learning

Deep Learning

Best data science institute in Mumbai| Data Science Certification

NLP / Text Analytics

Best data science institute in Mumbai| Data Science Certification

Computer Vision

Best data science institute in Chennai | Data Science Certification

Project Management

Best data science institute in Chennai | Data Science Certification

R Programming

Best data science institute in Chennai | Data Science Certification

Domain Training

Best data science institute in Hyderabad | Data Science Certification

Google Cloud

Best data science institute in Hyderabad | Data Science Certification

mySQL

Best data science institute in Hyderabad | Data Science Certification

Mongo DB

Best data science institute in Pune | Data Science Certification

Power BI

Best data science institute in Pune | Data Science Certification

Tableau

Best data science institute in Pune | Data Science Certification

Apache Spark

Reinforcement Learning

Real Time Projects

AI/ML Project Management

Download Program Brochure

COURSE
Syllabus

Introduction to Programming 3hr

What is a programming language ? Source code Vs bytecode Vs machine code
Compiler Vs Interpreter ,C/C++, Java Vs Python

Jupyter notebook basics 1hr

Different type of code editors in python introduction to Anaconda and
jupyter notebookFlavours of python.

Python Programming Basics 2hr

Variable Vs identifiers Vs strings, Operators Vs operand Procedure
oriented Vs modular programming

Statistics basics 2hr

Introduction to statisticsMean,median, mode, Standard deviation,
AverageIntroduction to probability,permutations and
combinationsIntroduction to linear Algebra

Git and GitHub 2hr

Learn the key concepts of the Git source control system,Configure SSH for authentication,Create and use a remote repository on GitHub,Git Overview

Tools Covered

Programming Basics &Environment Setup hr

Installing Anaconda, Anaconda, Basics, and Introduction, Get familiar with version control, Git, and GitHub.Intro to Jupyter Notebook environment. Basics Jupyter notebook Commands.Programming language basics.

Python Programming Overview hr

Python 2.7 vs Python 3,Writing your First Python Program
Lines and Indentation,Python Identifiers,Various Operators and Operators
Precedence ,Getting input from User,Comments,Multi line Comments.

Strings, Decisions And Loop
Control
hr

Working With Numbers, Booleans and Strings,String types and
formatting, String operations Simple if Statement, if-else Statement
if-elif Statement. Introduction to while Loops. Introduction to for Loops,Using
continue and break.

Python Data Types hr

List,Tuples,Dictionaries,Python Lists,Tuples,Dictionaries,Accessing Values,Basic Operations,Indexing, Slicing, and Matrixes,Built-in Functions & Methods,Exercises on List,Tuples And Dictionary

Functions And Modules hr

Introduction To Functions – Why Defining Functions. Calling Functions
Functions With Multiple Arguments.Anonymous Functions – Lambda
Using Built-In Modules, User-Defined, Modules, Module Namespaces,Iterators And Generators

File I/O And Exceptional Handling and Regular Expression hr

Opening and Closing Files,open Function,file Object Attributes
close() Method ,Read,write,seek.Exception Handling, try-finally Clause
Raising Exceptions, User-Defined Exceptions. Regular Expression- Search
and Replace. Regular Expression Modifiers. Regular Expression Patterns,re module.

Data Analysis Using Numpy And
Pandas
hr

Introduction to Numpy. Array Creation, Printing Arrays, Indexing, Slicing and Iterating, Shape Manipulation -Changing the shape, stacking, and splitting of the array. Vector stacking, Broadcasting.

Pandas : Introduction to Pandas,Importing data into Python
Pandas Data Frames, Indexing Data Frames, Basic Operations With Data frame,
Renaming Columns, Subletting, and filtering a data frame.

Data Visualisation using Python:
Matplotlib and Seaborn
hr

Matplotlib: Introduction,plot(),Controlling Line Properties,Subplot with Functional Method, MUltiple Plot, Working with Multiple Figures,Histograms

Seaborn :Intro to Seaborn And Visualizing, statistical relationships , Import and Prepare data.Plotting with categorical data and Visualizing linear relationships Seaborn Exercise

Tools Covered

Fundamentals of Math and
Probability
hr

Basic understanding of linear algebra,Matrics, vectors. Addition and
Multimplication of matrics.Fundamentals of Probability
Probability distributed function and cumulative distributed function.

Descriptive Statistics hr

Describe or sumarise a set of data Measure of central tendency and
measure of dispersion.The mean,median,mode, curtosis and skewness. Computing Standard deviation and Variance.Types of distribution.

Inferential Statistics hr

What is inferential statistics,Different types of Sampling techniques
Central Limit Theorem,Point estimate and Interval estimate
Creating confidence interval for,population parameter
Characteristics of Z-distribution and T-,Distribution. Basics of Hypothesis
Testing. Type of test and rejection,region. Type of errors in Hypothesis yesting,

Hypothesis Testing hr

Hypothesis Testing Basics of Hypothesis Testing ,Type of test and Rejection Region,Type o errors-Type 1 Errors,Type 2,Errors. P value method,Z score
Method. The Chi-Square Test of, Independence.Regression. Factorial Analysis of
Variance. Pearson Correlation, Coefficients in Depth. Statistical,Significance, Effect Size

Data Processing & Exploratory
Data Analysis
hr

What is Data Wrangling, Data Pre-processing and cleaning?
How to Restructure the data? What is Data Integration and Transformation

Introduction To Machine Learning 8hr

What is Machine Learning and its Challenges?
Introduction to Supervised Learning, Introduction to Unsupervised
Learning, What is Reinforcement Learning? Machine Learning applications
Difference between Machine Learning and Deep Learning

Supervised Learning 8hr

Support Vector Machines,Linear regression,Logistic regression
Naive Bayes, Linear discriminant analysis, Decision tree
the k-nearest neighbor algorithm, Neural Networks (Multilayer perception) Similarity learning

Linear Regression 8hr

Introduction to Linear Regression,Linear Regression with Multiple
Variables, Disadvantage of Linear Models, Interpretation of Model Outputs
Understanding Covariance and Colinearity, Understanding Heteroscedasticity

Case Study – Application of Linear Regression for Housing
Price Prediction

Logistic Regression hr

Introduction to Logistic Regression.–Why Logistic Regression .
Introduce the notion of classification, The cost function for logistic regression
Application of logistic regression to multi-class classification.
Confusion Matrix, Odd’s Ratio, And ROC Curve
Advantages And Disadvantages of Logistic Regression.

Decision Trees hr

Decision Tree – data set How to build decision tree? Understanding Kart Model
Classification Rules- Overfitting Problem. Stopping Criteria And Pruning. How to Find the final size of Trees? Model A decision Tree.
Naive Bayes. Random Forests and Support Vector Machines.Interpretation of Model Outputs

Unsupervised Learning hr

Hierarchical Clustering k-Means algorithm for clustering –groupings of unlabeled data points.Principal Component Analysis(PCA)-Data. Independent components analysis(ICA) Anomaly Detection Recommender System-collaborative
filtering algorithm

Case Study– Recommendation
Engine for e-commerce/retail chain

Natural language Processing hr

Introduction to natural Language Processing(NLP).
Word Frequency Algorithms for NLP Sentiment Analysis

Case Study :Twitter data analysis using NLP

Introduction to Time Series Forecasting hr

Basics of Time Series Analysis and Forecasting ,Method Selection in Forecasting,Moving Average (MA) Forecast Example,Different Components of
Time Series Data, Log Based Differencing, Linear Regression For Detrending

ARIMA and Multivariate Time
Series Analysis
hr

Introduction to ARIMA Models,ARIMA Model Calculations,Manual ARIMA
Parameter Selection,ARIMA with Explanatory Variables Understanding Multivariate Time Series and Their Structure,Checking for Stationarity and Differencing the MTS

Case Study : Performing Time Series
Analysis on Stock Prices

RDBMS And SQL Operations hr

Introduction To RDBMS. Single Table,Queries – SELECT,WHERE,ORDER,BY,Distinct,And ,OR. Multiple Table
Queries: INNER, SELF, CROSS, and OUTER, Join, Left Join, Right Join, Full
Join, Union,Advance SQL Operations:Data Aggregations and summarizing the data
Ranking Functions: Top-N Analysis, Advanced SQL Queries for Analytics

NoSQL Databases hr

Topics – What is HBase? HBase Architecture, HBase,Components,Storage Model of HBase,HBase vs RDBMS,Introduction to Mongo DB, CRUD,Advantages of MongoDB over
RDBMS,Use cases

Programming with SQL hr

Mathematical Functions,Variables,Conditional Logic Loops,Custom Functions
Grouping and Ordering, Partitioning, Filtering Data, Subqueries

MongoDB Overview hr

Where MongoDB is used? MongoDB Structures,MongoDB Shell vs MongoDB Server
Data Formats in MongoDB,MongoDB Aggregation Framework,Aggregating Documents
What are MongoDB Drivers?

Basics and CRUD Operation hr

Databases, Collection & Documents,Shell & MongoDB drivers
What is JSON Data Create, Read, Update, Delete Finding, Deleting, Updating,
Inserting Elements Working with Arrays Understanding Schemas and Relations

Introduction to MongoDB hr

What is MongoDB?Characteristics and Features,MongoDB Ecosystem,Installation process Connecting to MongoDB database,Introduction to NoSQL
Introduction of MongoDB module,What are ObjectIds in MongoDb

Introduction to Tableau hr

Connecting to data source Creating dashboard pages
How to create calculated columns,Different charts
Hands-on :Hands on on connecting data
source and data cleansing
Hands on various charts

Visual Analytics hr

Getting Started With Visual Analytics,Sorting and grouping Working with sets, set action,Filters: Ways to filter, Interactive Filters,Forecasting and Clustering
Hands-on: Hands on the deployment of Predictive
model in visualization

Dashboard and Stories hr

Working in Views with Dashboards and Stories,Working with Sheets
Fitting Sheets, Legends and Quick Filters, Tiled and Floating Layout Floating Objects

Mapping hr

Coordinate points,Plotting Latitude and Longitude
Custom Geocoding,Polygon Maps,WMS and Background Image

Getting Started With Power BI hr

Installing Power BI Desktop and Connecting to Data,Overview of the Workflow in Power BI Desktop,Introducing the Different Views of the Data Mode Query Editor Interface Working on Data Model

Programming with Power BI hr

Working with Timeseries,Understanding aggregation and granularity
Filters and Slicers in Power BI Maps, Scatterplots and BI Reports
Connecting Dataset with Power BI Creating a Customer Segmentation
Dashboard Analyzing the Customer Segmentation Dashboard

Introduction To Hadoop hr

Distributed Architecture – A Brief Overview Understanding Big Data,
Introduction To Hadoop ,Hadoop,Architecture,HDFS ,Overview of MapReduce
Framework,Hadoop Master – Slave Architecture,MapReduce Architecture
Use cases of MapReduce

Apache Spark Analytics hr

What is Spark Introduction to Spark RDD,Introduction to Spark SQL and Dataframes,Using R-Spark for machine learning
Hands-on:installation and configuration of Spark
Using R-Spark for machine learning
programming

Apache Spark Analytics hr

Getting to know PySpark,Pyspark Introduction,Pyspark Environment Setup
pySpark – Spark context,RDD , Broadcast and Accumulator,Sparkconf and Sparkfiles,Spark MLlib Overview,Algorithms and utilities in Spark
Mlib

Case Study hr

Hands-on:
Map-reduce Use Case 1: Youtube
data analysis
Map-reduce Use Case 2: Uber Data
Analytics
Hands-on: Spark RDD programming
Hands-on: Spark SQL and Dataframe programming

Introduction To GCP Cloud ML Engine hr

Introduction to Google CloudML Engine,CloudML Engine in Machine,Learning WorkFlow,+3Components of Cloud ML Engine -Google Cloud Platform Console.
gcloud command-line tool and Rest API
API

Training Machine Learning
Model
hr

Developing a training application Packaging a training application
Running and monitoring a training job Using hyperparameter tuning Using GPUs for training models in the cloud

Introduction To R hr

Installation Setup Quick guide to RStudio User Interface
RStudio’s GUI3 Changing the appearance in RStudio
Installing packages in R and using the library Development Environment Overview
Introduction to R basics Building blocks of R Core programming principles
Fundamentals of R

Programming with R hr

Creating an object,Data types in R,Coercion rules in R
Functions and arguments, Matrices, Data Frame, Data Inputs and Outputs with R, Vectors and Vector operation Advanced Visualization, Using the script vs. using the console

Manipulating Data hr

Data transformation with R – the Dplyr package – Part
Data transformation with R – the Dplyr package – Part
Sampling data with the Dplyr package,Using the pipe operator in R
Tidying data in R – gather() and separate(),Tidying data in R – unite() and
spread()

Visualizing Data hr

Intro to data visualization,Introduction to ggplot2
Building a histogram with ggplot2, Building a bar chart with ggplot2
Building a box and whiskers plot with ggplot2, Building a scatterplot with ggplot2

Introduction to Deep Learning And Tensor Flow hr

Neural Network Understaing Neural Network Model Installing TensorFlow Simple Computation ,Contants And Variables. Types of file formats in TensorFlow. Creatting A Graph –Graph Visualization. Creating a Model– Logistic Regression Model Building using tensor flow TensorFlow Classification Examples

Introduction to Tensor Flow hr

Installing TensorFlow Simple Computation,Contents And Variables Types of file formats in TensorFlow Creatting A Graph – Graph Visualization Creating a Model – Logistic Regression Model Building TensorFlow Classification Examples

Understanding Neural Networks With Tensor Flow hr

Basic Neural Network, Single Hidden Layer Model,Multiple Hidden Layer Model,Backpropagation – Learning,Algorithm and visual representation,
Understand Backpropagation – Using Neural Network Example TensorBoard
Project on backpropagation

Convolutional Neural Network(CNN) hr

Convolutional Layer Motivation ,Convolutional Layer Application,
The architecture of a CNN, Pooling Layer Application Deep CNN, Understanding and Visualizing a CNN,Project: Building a CNN for Image Classification

Introduction to NLP & Text Analytics hr

Introduction to Text Analytics, Introduction to NLP
What is Natural Language Processing?, What Can Developers Use NLP Algorithms For?

NLP Libraries. Need of Textual Analytics Applications of Natural Language
Procession
,Word Frequency Algorithms for NLP Sentiment Analysis

Text Pre Processing Techniques hr

Need of Pre-Processing Various methods to Process the Text
data Tokenization ,Challenges in Tokenization,Stopping ,Stop Word Removal
Stemming – Errors in Stemming,Types of Stemming Algorithms -Table
lookup Approach ,N-Gram Stemmers

Distance Algorithms used in Text Analytics hr

string Similarity,Cosine Similarity Mechanishm -Similarity between Two text
documents. Levenshtein distance -measuring the difference between two sequences. Applications of Levenshtein distance LCS (Longest Common Sequence ) Problems and solutions ,LCS Algorithms

Information Retrieval Systems hr

Information Retrieval -Precision,Recall,F- score,TF-IDF,KNN for document retrieval,K-Means for document retrieval,Clustering for document retrieval

Topic Modelling & Dirchlett Distributions hr

Introduction to Topic Modelling,Latent Dirchlett Allocation,Adavanced Text Analytics & NLP,Introduction to Natural Language,Toolkit,POS Tagging NER

Projects And Case Studies hr

a. Sentiment analysis for twitter, web
articles
b. Movie Review Prediction
c. Summarization of Restaurant
Reviews

Project : Loan Default Prediction

Domain – Banking & Finance

DataSet : Banking Data

The bank wants to improve its services by finding interesting groups of clients. Fortunately, the bank stores data about their clients, the accounts (transactions within several months), the loans already granted, the credit cards issued. This process of loan default prediction can be done with
machine learning algorithms.

Project : Clustering Customers
Domain – Retail industry
DataSet : BigBazar/Future Group

Big Bazaar has retail outlets across major metropolitan cities in India. With the help of machine learning algorithms, we can better understand customer behavior and understand their buying needs better.BigBazaar runs various loyalty
programs, festive offers which provide their customer more opportunities to
avail discounts.

Project : IBM HR Analytics
Domain – Demand/Supply
DataSet : IBM

Applying analytic processes to the human resource department of an
organization in the hope of improving employee performance and therefore getting a better return on investment.This is especially concerning if your business is customer facing, as customers often prefer to interact with familiar people.

Project : Forecasting Uber Demand
Domain – Demand/Supply
DataSet : Uber & Rapido

The goal is to create an interactive dashboard using Tableau This Tableau Dashboard can be used to get historical insights into a neighborhood,For example,see its upcoming forecasted demand,increase the accuracy,decrease surge pricing events.

Project : Analyzing Health Data and tracking human activity
Domain – Healthcare
DataSet : Samsung

The goal is to breakdown all the data that the Samsung Health
app has collected and see what useful insights we can gain by analyzing it.

Project : Identify fraudulent credit card transactions.
Domain – Banking & Finance
DataSet :Banking Dataset

To recognize fraudulent credit card transactions so that customers are not charged for items that they did not purchase.It involves various processes like
Data Cleaning, Data Visualization, Insights generation, Model generation, Feature Engineering and so on.

Project : Consumer Reviews of Amazon Products
Domain – E-Commerce
DataSet :Amazon Data

The goal is to analyze Amazon’s most successful consumer electronics
product launches; discover insights into consumer reviews and assist with
machine learning models.What are the most reviewed Amazon products?
How do the reviews in the first 90 days after a product launch?

Project :Airbnb New User Bookings
Domain – Travel & Hospitality
DataSet :Airbnb

The goal is to predict which country a new user’s first booking destination
will be.By accurately predicting where a new user will book their first travel
experience, Airbnb can share more personalized content with their community, decrease the average time to first booking, and better forecast demand.

Project : Netflix Movies and TV Shows
Domain – Media and Entertainment
DataSet :Netflix

Explore what all other insights can be obtained from the list of tv shows and movies available on Netflix as of 2019. Understanding what content is
available in different countries Identifying similar content by matching text-based features Network analysis of Actors / Directors and find interesting insights.

Project : Walmart Sales Forecasting
Domain – Retail
DataSet :Walmart

This dataset contains the sales for each department from Walmart
a dataset containing data of 45 Walmart stores, selected holiday markdown events are also included. These markdowns are known to affect sales, but it is challenging to predict which departments are affected and the extent of the impact.

Project : -BMW Pricing Challenge
Domain – Automation
DataSet :BMW dataset

To find a good statistical model to describe the value of a used car
depending on the basic description How does the estimated value of a car change over time? Can you detect any patterns? How big is the influence of the
factors not represented in the data on the price?

Project : -Bosch Production Line Performance
Domain – Manufacturing
DataSet :Bosch

To predict internal failures using thousands of measurements and tests made for each component along the assembly line. This would enable Bosch to bring quality products at lower costs to the end user. The goal is to predict which parts will fail quality control

Project : -Smart Supply Chain for Big Data Analysis
Domain – Supply Chain
DataSet :Dataco

A DataSet of Supply Chains used by the company DataCo Global is used
for the analysis. Dataset of Supply Chain, which allows the use of
Machine Learning Algorithms and R Software.It also allows the correlation of
Structured Data with Unstructured Data for knowledge generation.

Project : -Trending YouTube Video Statistics
Domain – Social Media
DataSet :youtube

The dataset of this project are daily record of the top trending YouTube
videos, to generate insights like : Sentiment analysis in a variety of
forms Categorising YouTube videos based on their comments and statistics
Training ML algorithms like RNNs to generate their own YouTube comments.

Project : -Identify And Predict Customer churn in telecom industry
Domain – Telecom
DataSet :Telecom

The goal is to develop a churn prediction model that assists telecom operators to predict customers who are most likely subject to churn.Also to
understand the customer behavior and reasons for churn.Apply multiple
classification models to predict the customer churn in the telecom industry.

200+

Content Hours Available

12+

Industry Projects

20+

Live Learning Sessions

25

Expert Coaching Sessions

14

Programming Tools/ Languages
SAMPLE CERTIFICATE

Global Accreditation and Certification

In Collaboration With IBM

Our Data Science & AI Certification Program helps you to start your career in data science and AI.

Enhancing your profile

Add this globally recognized certificate to uplift your profile and stand out of the crowd.

Real Time Project & Job Assurance

Course features 12+ Real time industry projects and Job Assurance program.
SAMPLE CERTIFICATE

Global Accreditation and Certification

In Collaboration With IBM

Our Data Science & AI Certification Program helps you to start your career in data science and AI.

Enhancing your profile

Add this globally recognized certificate to uplift your profile and stand out of the crowd.

Real Time Project & Job Assurance

Course features 12+ Real time industry projects which can be added as a learning experience in your profile with 100% Interview Guarantee.

Surely, a wide range of subjects can be learned in the Data Science and AI Certification courses. Indeed, the five stages of the Data science lifecycle are covered. Certainly, graduates from any field can enroll in the domain specialisation course.

During our Data Science and AI Certification course we teach:

  • Machine Learning
  • NLP, TensorFlow
  • Decision Trees
  • Deep Learning
  • SQL and MongoDB
  • Tableau and PowerBI
  • Big Data and Spark Analytics
  • Hadoop
  • Data Visualization
  • Training and Deploying Machine Learning models using GCP
  • Real-time industry applications.

What Is Data Science in Bangalore?

Indeed, data science is used to measure success and plan future goals. Surely, it involves gathering and analysing data from relevant sources. As a result, companies nowadays rely on data science.

As a matter of fact, data scientists use their knowledge to detect trends and deal with data. At the same time, they find solutions to problems using expertise and a belief that the ideas may be incorrect.

Data scientists are hired for jobs such as:

  • Data engineer
  • Business analyst
  • Data analyst
  • Machine learning engineer
  • Artificial intelligence engineer
  • Data Manager
  • Big data analyst
  • Database Engineer, etc.

Currently, the data science jobs are in high demand in Bangalore and across many industries.

Indeed, the Data Science course is open to anyone with 1+ year experience. As a matter of fact, there is a different course for Programmers and Core tech background professionals.

Undoubtedly, Fresh graduates from any stream can seek the Data Science course. At the same time, any college-going student can enroll in weekend classes as well.

Additionally, we offer flexibility for choosing customized courses and data science professional mentors. Indeed, we are committed to producing top-quality data science professionals for the upcoming years.

So, let’s look at the reasons that tell you why it is beneficial.

  • There are more than 1 lakh job openings across India for this role that offer a minimum of INR 10 lakh to 20 lakh per annum.
  • Data Science is evolving, so the demand for data science can catch up with the supply of data scientists.
  • Once you are well-versed in Data Science, you can work in many roles because data science is a large domain.
  • It is also a safe career to pursue. Since the scope for the field to grow is high, the demand for data scientists will grow.
  • Indeed, a well-structured curriculum offers students a clear insight into what to learn. Therefore, you can connect with other researchers or apply theoretical notions to business challenges.

Undoubtedly, Learnbay is recognized as the finest Data Science Training Institute in Bangalore. In fact, the program offers Data Science Certification in collaboration with IBM.

However, obtaining Data science certification online training in Bangalore is  simple. Additionally, get certified in data science in Bangalore by getting good scores in assessments . Additionally, qualify the Job help eligibility and get exciting job offers in Bangalore and all over India.

Indeed, data Science Training prepares students for the growing demand. Additionally, it gives experts data management tools. The following are the advantages of choosing a data science course:

  • High demand
  • A large number of positions.
  • A high-paying profession.
  • We can apply data science to a wide range of situations.
  • It improves the quality of information.
  • Data Scientists have a high salary.
  • You will not have to deal with any tedious tasks any longer.
  • Data Science enables smarter products.
  • It can help people live longer.
  • It can improve your personality
  • Career growth.
  • Flexibility, freedom, and options.
  • It keeps you updated on the latest industry trends.
  • Showcase your expertise.

Yes indeed, the data science course in Bangalore offered by Learnbay data science institute is suitable for freshers, college-going students, managers, and working professionals. Undoubtedly, at Learnbay, we provide foundation courses and fresher programs. Surely, we offer a range of specialized courses for different groups of learners. You can visit our website for course descriptions and data science projects for each program in detail.

However, the data science course training fees in Bangalore depends on the program or course you choose to study. Nevertheless, it should be noted that the fees for different data science courses are mentioned below:

  • Foundation Program: Data Science & AI Certification | Domain Specialisation For Professionals, Course Fee: ₹ 65,000+Taxes
  • Advance Program: Advance AI & ML Certification | Become AI Expert In Product based MNCs, Course Fee: ₹ 79,000+Taxes
  • For Managers: Data Science & AI Certification Program For Managers and Leaders, Course Fee: ₹ 79,000+Taxes
  • Job Guarantee or Money Back: Data Science & AI Certification Course, Course Fee: ₹ 95,000+Taxes
  • Fast Track Course: Data Science & Business Analytics Program | Fast Track Course, Course Fee: ₹ 50,000+Taxes
  • Fresh Graduates: Industrial Training in Data Science and AI for Fresh Graduates | IBM Certified, Course Fee: ₹ 39,999+Taxes

Indeed, Learnbay data science Institute provides data science training in Bangalore with job help. Additionally, we help data science enthusiasts to get through job interviews and resume preparation. Surely, Our strong ties with corporates and the IT industry helps in bulk placements. Moreover, we ensure to support candidates after the course completion. Surely, career counselling and interview preparation are our primary concerns for every candidate. At the same time, Getting hired depends on passing mock interviews and regular assessments.

Indeed, Learnbay is an ideal data science course training Institute in Bangalore. We are one of the best data science learning institutes in urban cities such as Bangalore. However, the primary focus of Learnbay is to:

  • Maintain one-on-one contact with the mentor
  • Allow for some flexibility in selecting a mentor.
  • Demonstrate real-time data analysis
  • Provide industrial training
  • Provide hands-on expertise in Domain elective projects
  • Access to lectures and notes after course completion
  • Assist with job searches and career counselling
  • Assist learners 24 hours a day

As a matter of fact, IBM and Learnbay have joined to offer a data science course in Bangalore and other cities over India. Surely, IBM and Learnbay work together to fulfill the following goals:

  • Successful career transition in data science
  • Domain specialisation with unique elective course
  • Provide practical data science industrial training
  • To meet the demands of the data science job market
  • Assisting in getting placed in MNCs
  • Providing a certification for legitimacy in job applications
Artificial Intelligence and Machine Learning courses

Surely, Artificial intelligence allows machines to behave and think like humans. Indeed, Machine learning is a branch of artificial intelligence based on a vast amount of data. Certainly, it is used in different artificial intelligence approaches.

 

As a result, Artificial Intelligence and Machine Learning courses in Bangalore are getting popular.Again, Learnbay data science certifications in Bangalore teaches Artificial Intelligence and Machine Learning. Not to mention, Learnbay Data Science Institute offers customised data science courses based on candidate needs.

The data science course by Learnbay is conducted through both online mode and classroom mode. Moreover, the live data science course online classes are accessible to our online learners. However, the full-time or classroom mode classes are accessible in our institute premises on the 2nd Floor, Classic Aura, Service Rd, above Hyderabadi biryani house, Kadubeesanahalli, Bengaluru Karnataka.

What is the total duration of this Data Science course in Bangalore?

The duration of this data science training in Bangalore depends on the course chosen in the first place. However, the maximum period of a data science course is six months to 12 months. Moreover, It includes live lectures and hands-on practical training on industrial projects. The classes are accessible even after a year of course completion.

Can I pursue a Data Science course in Bangalore after my graduation?

Yes indeed, you can pursue a data science course in Bangalore after graduation. At the same time, depending on your needs, you can select the foundation or beginners’ curriculum. We also have a unique course in data science for professionals.

200+

Content Hours Available

12+

Industry Projects

20+

Live Learning Sessions

25

Expert Coaching Sessions

14

Programming Tools/ Languages
Our Unique Features
Why Learnbay?
Need for Working ProfessionalsLearnbay Advantage: What we offer
Domain Specialisation :Multiple domain electives to specialise in Healthcare, BFSI, Energy, Automotive, manufacturing, retail, and supply chain. As part of the course, we help you to select multiple domains, train and assist you to work on a few capstone projects. Data science &ML expertise with good domain knowledge makes your profile stand out and more relevant.
Faculty-led live Session:Learnbay offers instructor-led live online classes which are interactive with live doubt solving. Classes have limited size so that you can talk to the instructor in the live session itself.
Flexibility & Support : 2+ years of Flexible access for live online classes and lifetime access of LMS.Our experts are available one on one to help you for any doubts after your live classes.Attend classes from multiple instructors, change batches, get backup classes.
Classroom Training : We offer Hybrid Model for projects in Online Mode as well as Classroom Mode (Pune, Mumbai, Delhi, Hyderabad, Chennai, Bengaluru). You also have the option to attend these sessions in live online mode.
Why is LearnBay The Best Data Science Institute in Bangalore?
Best Data Science Courses in Bangalore

Learnbay is the best data science institute in Bangalore since it is best suited for:

  • Learn From Basics to Advance Data Science
  • Special Sessions For Non-Programmers
  • Real-Time Industry Projects
  • Doubt Session & Support by Experts
  • Global Certification in Data Science
  • Customised For Working Professionals

Indeed, Learnbay is recognised as the finest Data Science Training Institute in Bangalore. However, you can attend the classroom training if you live close to the lecture halls in Bangalore. In contrast, the sessions will also be conducted Live-Online.

Indeed, the eligibility for the data science course in Bangalore are:

  • Having a 10+2 degree from a recognised institution
  • Possessing a bachelor’s degree in any field
  • Having professional work experience for more than one year in any domain
  • The inbuilt curiosity to learn about data science
  • Keen interest in computer science and programming
  • Ability to understand machine learning and artificial intelligence algorithms
  • Ability to imply mathematical structures to real-life problems

Surely, the programming languages taught in the data science course in Bangalore are Python and R, MySQL, and others. Special attention is paid to these two languages due to the high demand for model training.

What are the major industries in Bangalore?

Indeed, Bangalore is a hub for high-tech and service industries. As a result, there are several opportunities for a data scientist in Bangalore, India’s “Silicon Valley.”

Indeed, the essential features of the Learnbay data science course in Bangalore are:

  • Customised Data Science learning programs
  • Domain specialisation elective for professionals
  • Full-time student support
  • Experienced mentors with professional skills
  • Flexibility to choose mentors
  • Real-time projects
  • Hands-on practice for industrial projects
  • Access to cloud lab for analysis demonstration
  • Career counselling and job guidance
  • Resume preparation
  • Interview preparation

Firstly, enroll in Learnbay’s data science course in Bangalore to start a career in data science. Indeed, this course will help you master data science abilities. Additionaaly, it also helps you prepare for interviews if you want to work in the data science field.

How to Find Data Science and Business Analytics in Bangalore?

Surely, this Data Science certification training provides hands-on experience with essential technologies.Such as R, Python, Machine Learning ,etc through live interaction and industry projects. Kindly visit Learnbay and enroll in the course immediately.

Should I get a data science certification? Surely, it’s the most perplexing question that every aspiring data scientist must confront. Additionally, there are a few queries like – Will it boost the weight of my resume, or will it assist me in landing a job? As a result there is increased stress and confusion.

A data science certification undoubtedly has some advantages. Without a doubt, it demonstrates your love and passion for data science. Still, there is a caution — due to the surge in data science, many courses have become widespread or general.

To stand out, enroll in a course that exposes you to professionals and projects. Indeed, Certification is used as a yardstick for measuring exceptional talent.

As our courses include an IBM data science certification, they help you take it further.

We pride ourselves on being the best institute for a data science course in Bangalore. Additionally, we include a non-technical domain course that begins with the basics.

How will I receive Data Science course material after joining?

Firstly, after payment, you will get an email confirming your enrollment. It will outline how to get the Data Science course materials. By following the steps, you may go through the video lessons.

Indeed, the following are the top data science certification courses provided:

  • Data Science & AI Certification
  • AI And ML Certification Program
  • Data Science & AI Certification For Managers And Leaders
  • Data Science & Business Analytics Program
  • Industrial Training in Data Science and AI for Fresh Graduates

According to Payscale, a data scientist’s salary in different metropolitan cities of India are as follows:

CityPay Scale
MumbaiRs.788,789 per annum
ChennaiRs.794,403 per annum
BangaloreRs.984,488 per annum
HyderabadRs.795,023 per annum
PuneRs.725,146 per annum
KolkataRs. 402,978 per annum

It is self-evident that Bangalore offers a higher income and more excellent prospects for the growth of a data scientist. Learnbay’s data science course will equip you to apply for any data science job across India or anywhere else in the world.

Throughout the world the wages for data science jobs varies as follows:

CityPay Scale
United States$96,00,000 USD per annum
United Kingdom£40,431 per annum
Canada$79,00,000 USD per annum
Australia$91,857 AU per annum
SingaporeS$71,011 per annum
New ZealandNz $73,869 per annum
South AfricaR405594 per annum

The following books are obligatory reading materials for any data science professionals:

  • Data Science From Scratch by Joel Grus
  • Hands-on Machine Learning with Scikit-Learn,Keras,TensorFlow by Aurélien Géron
  • Build a career in Data Science by Emily Robinson and Jacqueline Nolis

Flexible Two-Year Subscription

  • The ability to attend numerous batches taught by a variety of trainers.
  • Access to recordings of all our learnbay data science courses is perpetual.
  • Possibility of switching batches between weekday and weekend sessions

I am not able to access the online Data science courses in Bangalore. Who can help me?

Contact us via the form on the right side of any Learnbay page, the Live Chat link, or contacting Help & Support.

Is Data Science a promising career in Bangalore?

Indeed, businesses embrace digital transformation, making a profession in data science attractive. As a result, companies are becoming more digital, and data scientists will remain in demand. Consequently, extensive use of business analytics has been observed in the past few years. Certainly, Business analytics plays a crucial role in surplus growth and profits. As a result of the present skills scarcity, firms are willing to pay higher compensation. Indeed, you can qualify for this rewarding job with Learnbay’s Data Science course.

Indeed, data science is a broad field, and it is impossible to become an expert in it in six months or a year. However, having a basic understanding of programming and analytics tools is required. Nevertheless, using Data Science skills is simple after this Data Science course in Bangalore.

Will a Data Science course in Bangalore land me a good career?

Obviously, businesses are embracing digital transformation. As a result, the increased reliance on data makes a career in data science quite lucrative. Evidently, the businesses are ramping up their digital activities. Therefore, data science abilities will continue to be in high demand in the foreseeable future. In addition, the extensive use of Data Science has been observed in the past few years. Of course, data science plays a key role in surplus growth and profits. Additionally, given the current skills shortage, businesses are willing to offer data scientists greater wages for the data scientist, Data Science, machine learning, and Artificial Intelligence roles. Undoubtedly, you can qualify for this rewarding job with Learnbay’s Data Science course in Hyderabad.

Can a fresh graduate seek employment after completing this Data Science course?

Due to the rising need for data scientists, companies are willing to pay higher rates. However, one must show their data science expertise and get industrial exposure. Indeed, Learnbay’s Data Science certification teaches new graduates all essential data science skills. Additionally, it prepares them for the workforce by requiring them to work on real-world projects.

Indeed, the Data Science training in Bangalore covers advanced machine learning and AI. Certainly, Learnbay has created various Artificial Intelligence methods. Indeed, our Data Scientists in Bangalore have developed the following core competencies:

Language mastery

Indeed, our Data Scientists are skilled in Python, C++, Java, etc. Certainly, Data Science demands good coding skills. So does our curriculum.

Learning data engineering

Data preparation and storage capacity is another helpful data science skill. So,we need a data scientist who can build, extract, transform, and store data pipelines. Additionally, Learnbay’s industrial projects aid in data engineering skills mastery.

Data analytics skill

Indeed, the important data science skill is data analysis. Although, data collection takes time, but finding valuable patterns takes even longer. Data visualisation in the form of histograms, box plots, heat maps, etc., is also required. However, only a data fanatic with data analytics abilities can do all this. Nevertheless, Learnbay’s data science curriculum includes data visualisation training. So, develop Business Analytics abilities to specialise.

Making AI models

Indeed, a data scientist’s main responsibility is to create data analytics models. Thus, this course will teach you how to use machine learning and AI approaches. Additionally, the programs help them find connections between data sets. However, model development requires extensive testing.

Model deployment & security

After creating a machine learning model, they must be evaluated for implementation. When installing a machine learning model, various factors must be considered. Thus, performance parameter is based on flexibility.

Indeed, data science education often includes software security. Thus, training is required to secure machine learning models. Indeed, Learnbay’s data science courses teach all these skills for a low data science course fee.

Indeed, Learnbay provides job help and practise interviews for budding Data Scientists in Bangalore. Additionally, we aid with resume writing, interview prep, and job profile selections. Besides, our firm bond with MNCs and IT companies comes in handy during bulk placements. So, all you need to do is sit back, take classes, relax and let us do our job!

200+

Content Hours Available

12+

Industry Projects

20+

Live Learning Sessions

25

Expert Coaching Sessions

14

Programming Tools/ Languages
DATA SCIENCE
Real Time Projects
DATA SCIENCE
Real Time Projects
FAQs
Frequently Asked Questions

What are the Prerequisites for a Data science certification Course in Bangalore?

Indeed, the Data Science course has no requirements as all courses are taught from beginning. But, if you are from a non-technical and non-programming background. In that case, We provide special classes and help to learn to program.

What if I miss a few classes in Bangalore? What is Flexi pass Option?

In case you miss classes, Learnbay will provide you with backup classes in other batches. But, if you miss more classes, you can request a batch change and join our next batch. To solve this issue, we provide a Flexi-pass option for our data science course.

Additionally, those who enroll for live classroom training are eligible for a Flexi-pass of 6 months. This allows you to join live classroom sessions from any batch for six months and learn at your own pace. This option also helps you to finish the course early as you can attend many batches .

This option is best for someone working in shifts or who needs to work on weekends sometimes.

What is the duration of the Data Science Course in Bangalore?

Duration Of this course is around 6 months, weekends only (4 hours on Sat and Sunday)
Course Duration: 200 hours (Approx)

The total duration of Data Science course is 6 months but after 4 Months( once50% Of Machine learning is over) you can start working on Real-Time Projects and attend job interviews.

What is the mode of training?

We provide both options i.e Classroom training( in Marathahalli – Bangalore ) and instructor-led live training option. Based on your requirement and need, you can choose training mode.

How long will i get support for Job Assistance?

For 1 Year (After your Data Science course completion)

What is Job Readiness Program?

Job Readiness program helps you to prepare for data science interviews.

Resume Preparation Session: Expert guidance for writing a resume for data scientist Role

Preparing Project For interviews: Will help you to prepare and write a project description in your resume

Interview Guidance And Prep Session: 6 hours of interview readiness session to help you to prepare for interviews

One on One Mock Interviews

Will I get referrals for jobs?

Yes, We provide placement Assistance by referring your profile through our partnered consultancies and companies for relevant positions(Data Science/Data Analyst Roles).Contact course manager/Counsellor to know the eligibility of job assistance program

Note: We don’t provide any 100% Job Guarantee.

Do students get a referral for jobs?

Yes, we run Placement Assistance where we refer eligible student’s profiles to different IT companies in Bangalore and India through our partnered consultancies and companies for relevant positions (Data Science/Data Analyst Roles).
For further information, you may contact the course manager/Counselor to know the eligibility of the job assistance program

Note: We don’t provide a 100% Job Guarantee

Can i Pay in installment?

There ai 0% EMI Available on Major credit cards.Please check with our sales team to know how 0% EMI on credit cards works.

Is there any discounts available ?What about group discounts?

The data science course fee is different for different programs. There is 0% EMI Available on Major credit cards. Please check with our sales team to know how 0% EMI on credit cards works.
Data science course cost in Bangalore is much lower with promotions and early bird offer from time to time. Please check on the website or talk to our sales team to know more about the applicable discounts.

Group Discount: Group discount is applicable if you are joining with your friends.
Group Discount: Group discount is applicable if you are joining with your friends.

  • 5% extra discount: Group of 2
  • 8% extra discount: Group of 3
  • Max 10% group discount: Group of 4+ members

How many minimum number of Projects should i work?

Number of Projects depends on your overall industry experience.Please find the recommended number of projects With industry experience.
2 yrs to 5 Yrs : 3 Projects
5 to 8 yrs: 5 Projects
8 yrs to 12 yrs: 7 + Projects
For your knowledge and practice, You can work on all the projects with us.
Contact our course expert to know more details
Note: Projects are guided by our expert industry mentors.

How many Real-Time Projects will be covered in Data Science Course?

There is a set of  12 Real-time projects from multiple domains like Banking, Finance, Insurance, Retail, Healthcare, and manufacturing. Based on your interest and domain, You can choose the project to work on.

Click here to download the list of project

How Projects Will be executed?

Your Project group will be assigned a project mentor and will be given the chance to work on the project With guidance and Assistance.

Who are the mentors for Data science courses in Bangalore?

We strive to deliver the best quality data science training in Bangalore as it is one of our serious priorities. All our mentors are data science professionals and have at least 8+ years of experience in their respective fields.

Until when the students gets the facility of mentorship?

Students will be guided by our mentors until the end of a course. A student can seek help from our mentors even after course completion for knowledge and placement purposes.

Can a student choose to study from their desired mentor?

Every batches has respective mentors but if a student is not satisfied with any mentor’s teaching method they can raise the issue with the management and get to facility to choose their mentor.

Who are the Project mentors?

We have specified mentors for teaching and training purposes, the mentors you seek during project sessions are data science professionals at carrying out the project courses.

How long a student will be supported for career and job opportunities?

Students will be supported by the management in fetching job opportunities starting from the end term of the course. If any student doesn’t succeed in fetching a job they will be supported by the management for an entire 1 Year after the completion of the course.

What is the eligibility for a job assistance program?

A student will be eligible for job assistance only if they have:

  1. Minimum score of 70% in the assessment
  2. Completed the assignments and case studies
  3. Worked on and successfully completed the minimum recommended number of real-time projects

Does students get a referral for jobs?

Yes, we run Placement Assistance in which we refer eligible student’s profiles to different IT companies through our partnered consultancies and companies for relevant positions (Data Science/Data Analyst Roles).
For further information, you may contact the course manager/Counselor to know the eligibility of the job assistance program
Note: We don’t provide 100% Job Guarantee
Best data science institute in Chennai| Data Science Certification
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Know if your prior experience will be considered relevant for your career in data science.
Profile review will help you to resolve your queries about real time projects, job assistance, course modules etc.
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Data Science Certification & AI Course

65,000.00

IBM certified Data Science Course For Working Professional to Change Your Existing Domain and start your career in data science.This course will benefit you to master data science skills and will help you to to handle interview with more confidence if you are looking for job in data science domain.

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Data Science Certification Course
Artificial Intelligence Certification Course


Data Science & AI Certification | Domain Specialisation For Professionals
Duration: 7.5 months (250+ hrs)
Eligibility: 1+ year of work exp. in any domain
Projects: 2 Capstone & 12+ Real Time Projects
Course Fee: ₹ 65,000+Taxes


Advance AI & ML Certification | Become AI Expert In Product based MNCs
Duration: 9 months (300+ hrs)
Eligibility: 4+ year of work exp. in tech domain
Projects: 2 Capstone & 15+ Real Time Projects
Course Fee: ₹ 79,000+Taxes


Data Science & AI Certification Program For Managers and Leaders
Duration: 11 months (300+ hrs)
Eligibility: 8+ year of work exp. in any domain
Projects: 3 Capstone & 15+ Real Time Projects
Course Fee: ₹ 79,000+Taxes

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Note : Our programs are suitable for working professionals(any domain). Fresh graduates are not eligible.