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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 Challenge?
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
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
Introduction to Computer Vision hr
Introduction to Computer Vision, Computer Vision overview Historical Perspective
Introduction to the four Rs of Computer Vision
Image Processing hr
Histogram equalization,Thresholding and Convolution,Sharpening and edge detection Morphological transformations Image pyramid
Image Classification and segmentation hr
Data Driven approach,K-nearest Neighbor,Linear Classification,Contours and segmentation,Contour properties,Circle detection,Line detection,Watershed segmentation
OpenCv Library hr
Opencv Installation And Python API,Drawing shapes ,Image Processing
Image Rotation and Thresholding,Image Filtering – Gaussian Blur,Median Blur
Feature Detection – Canny Edge, Detector, Use of Neural Network in CV Multi-Layer Perceptron
Object Detection(SSD) hr
Single Shot MultiBox Detector,Object Localization,How would you find an object in an image?,The Problem of Scale and Shape SSD in Tensorflow,Haarcascade – face and eye detection
Project On Computer Vision and Opencv hr
AI Based Live Face Identification System for Crowd
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
Deploying Machine Learning Model hr
Deploying Models ,Understanding training graphs and serving graphs,
Check and adjust model size Build an optimal prediction graph Creating input function creating a model version Getting Online Prediction
Introduction Reinforcement Learning hr
What is Reinforcement Learning -Basics Setting up Environment & Installing
OpenAI Gym OpenAI Gym Basics . Terminology & Environment
Dynamic Programming -Prediction, Control, and Value Approximation
OpenAI Gym and Basic RL Techniques hr
Building Blocks of Reinforcement Learning,OpenAI Gym Tutorial,Random Search,
Markov Decision Processes Monte Carlo Methods
Approximation Methods for Reinforcement Learning hr
RBF Networks with CartPole TD Lambda and Policy Gradient
Algorithms Temporal difference learning N-Step Methods, TD lambda ,Policy
Gradient Methods Policy Gradient in TensorFlow for
CartPole Mountain Car Continuous using Tensorflow
Deep Q-Learning Intro hr
Deep Q-Learning Techniques,Deep Q-Learning in Tensorflow for CartPole
Projects and Case Studies :
Solving Taxi Environment
Solving Frozen Lake Environment
Reward Discounting
Project – AI Based Live Face Identification System for Crowd
Domain – Face Detection
Artificial intelligence-based facial recognition systems for security
purpose . Track down criminals in crowded place like malls ,airport and other crowded public places
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 -IBM HR Analytics
Domain – Human Resource
DataSet : IBM
Applying analytic processes to the human resource department of an organization in the hope of improving employee performance This is especially concerning if your business is customer facing, as customers often prefer to interact with familiar people.
Project -Consumer Reviews of Amazon Products
Domain – E-Commerce
The goal is to analyze Amazon’s most successful consumer electronics product launches, discover insights into consumer reviews. What are the most
reviewed Amazon products? How do the reviews in the first 90 days after a product launch?
Project -Self-Driving Car
Domain – Automotive
Simulate a Self-Driving Car with Convolution Neural Networks and Computer Vision. Here you will learn to use essential Computer Vision techniques to identify lane lines on a road
Project -Emotions Sensor
Domain – Machine Learning
Emotions Sensor Data Set Contain Top 23 730 English Words Classified
Statistically Using Naive Bayes Algorithm Into 7 Basic Emotion Disgust, Surprise ,Neutral ,Anger ,Sad,Happy and Fear.To Detect Emotions In Text or Voice Speech to build a Sentiment Analysis Bot
Project -Natural Language Procession
Domain – Information Extraction
Natural Language ProcessionTraining a machine learning model
that classifies a given line of text as belonging to one of the books/Articles.
developing a machine learning model(deep learning preferred) for the same.
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 -Speech Emotion Detection Model
Domain – Voice Recognition
Analyse audio samples .Building a CNN Model for Emotion Detection.Training and Testing the Model and Use Trained CNN Model on New Audio Samples
Project -Walmart Sales Forecasting
Domain – Retail
DataSet : Walmart
This dataset contains the sales for each department from the Walmart
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 -Detecting Smiles in your Camera App using CNN
Domain – Sentiment Analysis
This Project will detect whether an Image contains a Smile with High Accuracy. The goal is to extract high-level features by a well-designed deep convolutional networks (CNN)
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 -Generating Chatbot
Domain – Machine Learning
In this project we will build a simple retrieval based chatbot based on NLTK library in python, to perform tasks such as automatic summarization, translation, named entity recognition, relationship extraction, sentiment
analysis, speech recognition, and topic segmentation.
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 -Predicting Stock Prices Using LSTM
Domain – Predictive Analytics
Trying to determine the future value of company stock or other financial
instruments traded on an exchange.Predict the Closing Stock Price of a given Company. Build and train LSTM model for Stock Price Prediction
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.
260+
Content Hours Available
15+
Industry Projects
20+
Live Learning Sessions
25
Expert Coaching Sessions
14
Programming Tools/ Languages
Of course, the Learnbay machine learning course in Pune offers AI and DL concepts. Indeed, our ML program integrated along with AI is ideal for anyone wanting to become an ML engineer. Also, the learners can become data engineers, AI developers, DL developers. Also, machine learning has immense real-world applications.
In fact, our motive is to provide world-class education. Also, providing machine learning capstone projects. The machine learning courses are perfect for the data scientist living nearby. Of course mentors at Learnbay for ML courses have experience in their field. Undoubtedly, the main motive is to remove any hurdles from the path of the learner. Obviously, we are experts in taking on capstone projects for machine learning.
The essential topics included are:
- PowerBI
- Big Data
- Spark Analytics
- Hadoop
- Python
- Statistics
- Natural language processing
- TensorFlow, Decision Tree
- Deep Learning
- SQL
- MongoDB
- Data Visualization
- Training, and Deploying Machine Learning model using GCP
- Real-time industry projects
Undoubtedly, the machine learning course in Pune is workable for every learner. The biggest perk of being a part of Learnbay is that we do not charge any interest on instalments. Of course, our fee payment gateways are flexible and allow learners to get enough time to pay their fees.
Indeed, every learner can avail of the job assistantship program. Learners should perform regularly well during the machine learning course in Pune assessments. Also, we have successfully provided placements to many of our learners in the past. Indeed, our goal is to increase the data scientist and machine learners supply in Pune and India.
Indeed, machine learning is an important field of computer sciences. It is based entirely on the huge bulk of data. As a result, machines are rigorously trained under this new data. Thus, obtaining better and optimised functions. Of course, regular training and feeding of accurate data prepare better output machines.
Undoubtedly, ML is a rising domain of data science that every industry is exploiting. For many businesses, machine learning has become the foundational unit. Amazon, Google, Facebook, and other technology giants are heavily dependent on this. Most of their services are based on ML applications- video watching recommendations. Definitely, a standard example of an ML application on Amazon prime like platforms.
In simple words, machine learning courses in Pune is set to make big changes in India. The requirement of machine learning developers and machine learning engineers is very high. It is high time that the demands are met with quality data engineers.
The role of a machine learning developer in Pune is very clear-cut. An ML developer is hired for great theoretical knowledge of machine learning. The developer has many roles to play in developing intelligent machines.
The main goal is to prepare machines for human activities using appropriate data. As a result, raw data is collected from different sources. It is cleaned and processed for further steps. Similarly, it is followed by model training using algorithms. A developer is expected to have a clear understanding of machine learning concepts. It is mandatory for them to have knowledge of models and data cleaning.
Undoubtedly, a machine learning developer works in coordination with a data scientist. In fact, they both use big data and apply it for suitable purposes. Moreover, it is mandatory for machine learners to know about data management. Also, the primary difference is that a data scientist finds insights. In fact, a machine learner develops automated software for predictive model automation.
Of course, the ML course in Pune is suitable for any machine learning developer. Indeed, we offer a wide range of choices in machine learning. Thus, learners can go for domain specialised electives in fast track mode.
People with one year of professional work experience can do an ML course in Pune. Also, people with no professional experience can take up our ML course in Pune. Certainly, it doesn’t matter if the learner is a programmer or non-programmer. Anyone can take up the machine learning course in Pune. Our specialised courses in ML in Pune are suitable for graduates and professionals.
Indeed, we recommend our ML course in Pune to freshly passed college students. Of course, we can help them in building a strong resume and even take up a job in the machine learning domain. Also, the ML capstone projects are an added advantage for every learner. To understand how machine learning works in the real industry.
Certainly, Learnbay is one of the best machine learning course institutes in Pune. It has all the solutions for a data science career. Also, we ensure that each learner who enrols at Learnbay learns everything about ML. Of course, our career counsellors provide preparation guides in the data science field.
It is highly recommended to take our machine learning course in Pune. The primary reasons for choosing the machine learning course in Learnbay is that:
- More than one lakh job openings in machine learning in Bangalore and India
- The usual range of salary is between INR 10,00,00 to INR 20,00,00 per annum.
- The demand for machine and learning engineers is high in every work domain
- Multiple job offers in machine learning domain
- The growing scope of machine learning provides better opportunities
- Amazing study plan for machine learning curriculum
The ML course in Pune provided by Learnbay has many courses for learners. We provide certificates at the end of the course or after the course completion. We have collaborated with IBM to provide the machine learning certification course.
Our certificate is enough to make you eligible to apply for suitable job positions. Our biggest asset is the support of IBM and other important MNCs that help us to seek placement. Our main goal is to provide everything regarding the machine learning courses. From a perfect study package to a job assistance program, Learnbay has it all.
Every learner at Learnbay can get a certificate in a machine learning course in Pune. The candidate must perform well on a regular basis. Doing well at the internal assessments conducted by the Learnbay Institute. The performing candidates would be suitable for guidance under expert mentors. Also, those candidates are eligible to participate in the job assistance program. It is a very effective and powerful program. It enables anyone to crack a great job in Pune in machine learning.
Machine Learning and AI courses
Learnbay is one of the ideal machine learning institutes in Pune. Surely, we are committed to delivering only the best course content to its learners. Our main motive is to provide specialised machine learning courses. Also, the courses are designed specifically keeping the industrial needs in mind. Mostly our courses are designed around practical training and capstone projects. Surely, we also conduct special sessions related to ML. Also, our focus is on giving the best to our learners. We want them to grasp machine learning concepts and perform industrial projects.
Undoubtedly, our ML course in Pune has immense potential to boost performance. The data engineers keep on adding data for developing better machine learning models. It is important to know that ML is the future of computer science with an array of possibilities. AI and ML together have the potential to reach great heights in the data science domain.
Of course, the Learnbay ML course in Pune is highly recommended to learn:
- Machine Learning (ML)
- Artificial Intelligence (AI)
Certainly, it enables software applications to improve their predictive accuracy. Also, ML algorithms are frequently applied to predict new output values. ML is used popularly in recommendation engines. Also, they are also found useful during:
- filtering spam
- fraud detection
- malware threat detection
- business process automation
- predictive maintenance
Learnbay is the best data science institute in Pune since it is best suited for:
- Learn From Basics to Advanced Data Analytics
- Special Sessions For Non-Programmers
- Real-Time Industry Projects
- Doubt Session & Support by Experts
- Global Certification in Data Science
- Customized For Working Professionals
Certainly, Learnbay is known as the Best Machine Learning Training Institute in Pune. Join us and attend our live online classes with the best mentors. Also, you can access the classes from any corner of the country without any interruptions.
Indeed, Learnbay provides advanced machine learning courses in Pune. Also, with specialised domain elective courses. Also, the experts of the ML course in Pune have professional experience of more than a decade.
Undoubtedly, machine learning has become a much-needed tool for IT enthusiasts. Also, people are constantly switching careers into data science. Of course, the ML course in Pune offers a plethora of capstone projects to choose from. Also, the reason that the machine learning course in Pune is so extraordinary is due to the following:
It aids in finding Machine Learning jobs
Indeed, by taking up the ML course in Pune, the learners get closer to obtaining a potential data science job. Also, the job assistance program offered by Learnbay gives immense opportunities and training. Get placed in a suitable position. Also, our career counselling and resume preparation sessions help learners. They come up with innovative ideas of self-representation. Of course, our machine learning course in Pune with placement is the best offer. Also, the mock interviews enable a confidence boost for a real industrial interview.
Flexibility to choose the right mentor
The Learnbay learners have the incredible option to choose their own mentor. They can switch classes and attend the live lectures of other professionals. We provide total support in ensuring that the best is provided to each learner. From the choice of learning from the desired mentor to the entire shaping up of the career, we do it all for you.
Course customisation and domain specialisation
Certainly, the Learnbay machine learning course in Pune is designed in specific ways. Also, the parameters regarding the learners’ background are kept in mind. Our USP is the domain elective course. It is created for managers, leaders, finance experts, tourism workers, and more. Of course, our customized domain elective provides ML training in 7 distinct specializations. Visit Learbay to know more about them.
Affordable and worthy machine learning course in Pune
Indeed, the most common concern of the learners is the machine learning course in Pune fees. Also, they wonder if the machine learning course in Pune fees is affordable for everyone or not. But the truth is that Learnbay offers incredible discounts to the learners. They can pursue an online course on machine learning. Indeed, we provide the data science course with a placement guarantee. Our machine learning course in Pune with placements is unique and dynamic. We ensure that your investment is totally worth it.
Access to cloud lab
The Learnbay cloud lab is an amazing platform to learn about data scientist projects. Also, the data scientist skills employed by renowned companies. The cloud lab is popular for the demonstration of how real-time data is analysed. Certainly, any student from any location can access the cloud lab at any time. Take quick lessons on data analysis. It is one of the best features of Learnbay, one of the best machine learning institutes in Pune.
IBM certified machine learning course in Pune. Unbelievable!
Yes, we have made this dream come true. Our machine learning Course in Pune is certified by IBM. Our global ties with big tech giants give us a greater platform to showcase the talent of our students. Our thousands of trained professionals are working with major industries. It is indeed a golden phase to choose transformation.
The machine learning course in Pune is the perfect opportunity for any professional. Switch career into the data science field. People having domain knowledge and basic foundations can take up this complete package.
The ML training in Pune provides advanced training in both deep learning and AI. In the past few years, Learnbay has developed several AI methods on its own. Our ML course in Pune has aided ML engineers to develop the following skills.
Programming languages expertise
Our ML course in Pune enables to work smoothly with different programming languages. Such as python, C++, Java, JavaScript, Shell, TypeScript, Scala, R, and others. Every machine learning-based industry demands an advanced level of coding knowledge. Learnbay’s curriculum under that.
Gaining skills for data engineering
Another efficient ML skill is the ability to preprocess data and storing capacity. A data scientist must create, extract, transform, and develop pipelines. Also, they must process data, cleanse it, and store it. Learnbay industrial projects help in gaining mastering the data engineering skills.
Polishing machine learning skills
Practically, the most critical ML skill is machine learning algorithm application and data analysis. Anyone can excel in that through our machine learning course in Pune. The data collection is a time taking process. Applying the appropriate algorithms to find useful patterns is equally challenging. With data analytics skills, a data enthusiast can perform all these jobs smoothly. Learnbay provides special training on data visualization. Gain Business Analytics skills for domain specialization too.
AI/ML Model development
Machine learning engineers shall become proficient in using this knowledge base. The applications allow them to identify relationships between different datasets. Model development requires intensive training and testing. The actual role of a machine learning engineer is to develop the right models for data analytics.
Deploying models, ensuring the security
It is mandatory to decide if the model is appropriate for implementation. Considering certain key parameters is necessary while deploying a machine learning model. The parameters are based on performance, scalability, fault tolerance, availability, and resiliency. Software security is another important aspect. Securing the machine learning models requires a lot of training. Providing access to the authorized personnel is exceedingly important. A data scientist learns all these skills at Learnbay at an affordable fee.
260+
Content Hours Available
15+
Industry Projects
20+
Live Learning Sessions
25
Expert Coaching Sessions
14
Programming Tools/ Languages
TRANSITION STEPS
Learning Track
Step 1
Learn Full Stack DS & AI
Learn basics Python, Statistics, ML, NLP , DL, SQL and other modules in depth with real time case studies.
Step 2
Choose domain & get trained
You can select multiple domains and get trained based on your work experience, academics and career goal.
Step 3
Work on real time projects
Work on multiple real time industry projects and capstone from multiple domains with mentorship of our expert.
Step 4
Resume Prep & Mock Interview Session
Update your resume and practice mock interviews. Get 100% guaranteed job referrals for data scientist & ML Engineer.
Learnbay is one of the best ML Institutes in Pune that provides exclusive features. Undoubtedly, the job assistance programme is an effective tool for growth for us. Also, the learners are rigorously trained for cracking interviews.
Of course, we also help in resume preparation and give assistance of any kind related to the job. Our IBM collaboration is a great milestone. It allows us to make major placement decisions. Certainly, we try to bring the learners in contact with the MNCs and ITs in Pune. So, all that you need is to get enrolled in our machine learning course. Also, follow the guidelines seriously.
Get enrolled in machine learning training in Pune. Contact our counselling team. Pay the machine learning course fees with 0% EMI on Major credit cards. Please check with our sales team to know how 0% EMI on credit cards works.
Machine Learning course training fees in Bangalore are lowered with our promotions and early bird offer from time to time. The amazing applicable discounts offered to machine learning enthusiasts are as follows:
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
Yes, the machine learning course offered is suitable for freshers. We offer a range of specialized courses for different groups of learners. At Learnbay, we provide foundation courses and fresher programs. You can visit our website for course descriptions. Also, read our machine learning projects for each program in detail.
The fees for the machine learning course in Pune depend on the program or course you choose to study. The fees for different machine learning courses in Pune 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
Learnbay Data Science Institute provides machine learning training in Pune along with a special feature of job assistance. We help machine learning enthusiasts to get through job interviews and resume preparation. Our strong relations with corporates and the IT industry helps in bulk data scientist placements. We ensure to support candidates after the course completion. Career counselling and interview preparation are our major concerns for each and every candidate. Getting placed in a firm depends on the ability of the candidate to crack mock interviews and obtain good scores during regular assessments.
Learnbay is an ideal machine learning course in Pune. We are one of the best data science learning institutes in metropolitan cities such as Pune. The primary focus of Learnbay is to:
- One to one interaction with the mentor
- Flexibility in choosing a mentor
- Real-time data analysis demonstration
- Industrial training
- Hands-on expertise in Domain elective projects
- Access to lectures and notes after course completion
- Job assistance and career counselling
- Provide 24/7 support to learners
IBM and Learnbay have joined hands to provide an intensive machine learning course in Pune to aspiring data scientists in Pune and other parts of the country. IBM and Learnbay work together to fulfill the following goals:
- Successful career transition in data science
- Domain specialisation with special elective course
- Provide effective data Analytics industrial training
- To meet the demands of the data science job market
- Assistance in getting placed in MNCs
- Providing a certification for legitimacy in job applications
The machine learning courses in Pune by Learnbay are conducted through both online mode and classroom mode. The live machine learning course online classes are accessible to our online learners in Pune.
What is the total duration of this machine learning course in Pune?
The duration of this machine learning course in Pune varies and depends on the type of machine learning course one chooses. The maximum duration of a machine learning course is 6 months to 12 months. It includes live lectures and hands-on practical training on industrial projects. The lectures are accessible even after a year of course completion.
Can I pursue a machine learning course in Pune after my graduation?
Yes, you can pursue a machine learning course in Pune after graduation. You can choose the foundation program or the freshers program depending on your needs. We also have a special course in machine learning for professionals.
The eligibility for the machine learning course in Pune are:
- Having 10+2 degrees from a recognized board
- Possessing a graduation degree from any stream
- Professional work experience for more than one year in any domain
- The inbuilt curiosity to learn about data science
- Keen interest in computer Analytics and programming
- Ability to understand machine learning and artificial intelligence algorithms
- Ability to imply mathematical structures to real-life problems
How many programming languages will I learn in this machine learning course in Pune?
The programming languages taught in the machine learning course in Pune are- machine learning with python language and R language, 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 Pune?
Pune is home to a diverse spectrum of heavy and light industries. It hosts high-tech and service sectors such as information technology (IT). Also, electronics, telecommunications, and corporate finance.
How to become a Data Science and Business Analyst in Pune?
Pursue a career in data science and business analysis. Please enroll in Learnbay’s machine learning course in Pune. ML courses will benefit you to master machine learning skills. Also, it will help you to handle interviews with more confidence. If you are looking for a job in the data science domain.
The certification provides hands-on experience with essential technologies such as:
- R
- Python
- Machine Learning
- Tableau
- Hadoop
- Spark
Through live interaction with practitioners, practical laboratories, and industry projects. Kindly visit Learnbay and enroll in the course immediately.
Why Get Certified as a Big Data machine learning Analyst?
Should I get a machine learning certification? It’s the most perplexing question that every aspiring data scientist must confront. This is followed by additional queries – Will it boost the weight of my resume or will it assist me to land a job? This ultimately results in increased stress and confusion.
Machine learning certification undoubtedly has a number of advantages. It demonstrates your love and passion for machine learning. But there is a caution — due to the surge in data science, many courses have become widespread or general.
What are your options to get Certified as a Big Data analyst?
To differentiate yourself from the competition, you’ll need to register in a course that exposes you to industry professionals and involves you in high-quality projects. Certification is used as a yardstick for measuring exceptional talent.
As our courses include an IBM machine learning professional certification, they take things a step further.
We pride ourselves on being one of the best machine learning institutes in Pune. We provide a specialised non-programming domain course . It has no prerequisites and begins with the fundamentals.
How will I receive machine learning course material after joining?
After you make the payment, you will receive an email confirming your successful enrollment. It will outline how to obtain the machine learning course materials. By following the steps, you may quickly go through the video lessons.
What are the top online machine learning courses provided in this certification program?
The machine learning training fees in Pune depend on the program or course you choose to study.
- Data Science & AI Certification
- AI And ML Certification Program
- Data Analytics & AI Certification For Managers And Leaders
- Data Science & Business Analytics Program
- Industrial Training in Data Analytics and AI for Fresh Graduates
According to Payscale, a machine learning engineer salary in different metropolitan cities of India are as follows:
| City | Pay Scale |
|---|---|
| Mumbai | ₹644400 per annum |
| Chennai | ₹724138 per annum |
| Bangalore | ₹875440 per annum |
| Hyderabad | ₹839138 per annum |
| Pune | ₹604198 per annum |
| Kolkata | ₹638713 per annum |
It is self-evident that Bangalore offers a higher income and greater prospects for the growth of a data scientist. Learnbay’s machine learning course and data science course will equip you to apply for any machine learning engineer job across India or anywhere else in the world. Throughout the world the big data analyst salaries vary as follows:
| City | Pay Scale |
|---|---|
| United States | $113425 USD per annum |
| United Kingdom | £50678 per annum |
| Canada | C$85251 USD per annum |
| Australia | AU$72,169 per annum |
| Singapore | S$71984 per annum |
| New Zealand | NZ$78968 per annum |
| South Africa | R434450 per annum |
The following books are obligatory reading materials for any data science professionals:
- Machine Learning For Absolute Beginners: A Plain English Introduction (Second Edition)” by Oliver Theobald
- “Machine Learning For Dummies” by John Paul Mueller and Luca Massaron.
How long will I be able to access the subscription?
- Flexible Two-Year Subscription
- The ability to attend numerous batches taught by a variety of trainers.
- Access to recordings of all our Learnbay machine learning courses is perpetual.
- Possibility of switching batches between weekday and weekend sessions
I am not able to access the online Machine learning courses in Pune. Who can help me?
Contact us via the form on the right side of any Learnbay page, the Live Chat link, or by contacting Help & Support.
Indeed, businesses are embracing digital transformation, and the increased reliance on data makes a career in data science quite lucrative. Also, they are ramping up their digital activities, and data analytics abilities will continue to be in high demand in the foreseeable future. Also, extensive use of business analytics has been observed in the past few years. Business analytics 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, business analytics, machine learning, and Artificial Intelligence roles. You can qualify for this rewarding job with Learnbay’s Data Science course.
Can a fresh graduate seek employment after completing this Machine learning course?
A fresher can become a big data analyst. If he or she learns the trade secrets and works on polishing the necessary abilities. To get started, rookies must plan on how they will stand out in the field. Also, how to keep up with professionals having relevant expertise in the profession. Learnbay’s ML and AI certification teaches new graduates about essential data analyst skills. Also prepares them for the workforce by requiring them to work on real-world projects.
Is Machine learning a good career in Pune?
Businesses are embracing digital transformation. The increased reliance on data makes a career in data science quite lucrative. Businesses are ramping up their digital activities. Also, data analytics abilities will continue to be in high demand. Extensive use of business analytics has been observed in the past few years. Business analytics plays a key role in surplus growth and profits. Additionally, businesses are willing to offer data scientists greater wages. You can qualify for this rewarding job with Learnbay’s Data Science course.
The abilities required to conduct Machine learning positions can be quite technical. Model development can be more difficult to learn than other sectors of technology. According to a 2017 IBM analysis, demand will climb another 28% by 2020. Adding 364,000 jobs (to 2.7 million), substantially boosting demand. However, this machine learning course in Pune covers all pertinent ideas in detail. Thus, making it simple to put your new Machine learning skills to use.
260+
Content Hours Available
15+
Industry Projects
20+
Live Learning Sessions
25
Expert Coaching Sessions
14
Programming Tools/ Languages
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From Domain Expert
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Advance AI & ML Certification
₹95,000.00
Our AI and ML Certification Course is especially designed for working professionals to crack interviews in product based companies and startups as AI and ML expert.This course will benefit you to master data science skills and will help you to to handle interview in product based MNCs with more confidence if you are looking for job in data science domain.
