Machine Learning Course in Pune | Top ML Training with Certification

What Our Learners Say About Us ❤️

Discover how our Python Training Institute has transformed the careers of students through expert-led courses and hands-on learning.

"Mastered Python Basics"

The beginner Python course was fantastic! The clear explanations and practical projects helped me gain confidence in coding.

"Boosted My Data Science Career"

The Data Science with Python course provided real-world projects that prepared me for my new role as a data analyst.

"Boosted My Data Science Career"

The Data Science with Python course provided real-world projects that prepared me for my new role as a data analyst.

"Mastered Python Basics"

The beginner Python course was fantastic! The clear explanations and practical projects helped me gain confidence in coding.

"Boosted My Data Science Career"

The Data Science with Python course provided real-world projects that prepared me for my new role as a data analyst.

"Boosted My Data Science Career"

The Data Science with Python course provided real-world projects that prepared me for my new role as a data analyst.

"Mastered Python Basics"

The beginner Python course was fantastic! The clear explanations and practical projects helped me gain confidence in coding.

Ayushi Sinha

Python Beginner

12000+ Reviews

Essential Tools

Python & AI Tools

Master industry-standard tools and frameworks with our Python Full Stack Development course, guided by expert mentors in Pune.

Django

High-level web framework for rapid development

Excel

Lightweight framework for flexible web APIs

Jupyter

Powerful IDE for efficient Python coding

Matplotlib

Flexible framework for data visualization

Seaborn

Statistical data visualization library for Python

Streamlit

App framework for Machine Learning and Data Science projects

Tableau

Data visualization tool for business intelligence

Tensorflow

Open-source library for numerical computation and machine learning

Learning Options

Flexible ML Training Modes in Pune

Choose the learning mode that fits your schedule, from online sessions to in-person classes in Kharadi, Pune.

Live Training

Engage in real-time online sessions with expert instructors, offering interactive learning and immediate feedback.

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1-1 Training

Experience personalized coaching tailored to your pace and goals, ensuring focused skill development.

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Classroom Training

Learn in-person at our Pune center with hands-on sessions and collaborative peer learning experiences.

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Class Schedule

Explore flexible learning options tailored to your schedule at Python Training Institute.

Date	Mode of Class	Batch Form	Time	Status	Action
Wednesday, September 10, 2025	Online/Classroom	Weekdays	6:30 PM IST	Batch Full	Enrollment Closed →
Wednesday, September 17, 2025	Online/Classroom	Weekdays	6:30 PM IST	Only 1 Seat AvailableMax intake limit is 10	Enrollment Open →
Wednesday, September 24, 2025	Online/Classroom	Weekdays	8:00 AM IST	Only 5 Seats AvailableMax intake limit is 10	Enrollment Open →
Saturday, September 13, 2025	Online/Classroom	Weekends	10:00 AM IST	Only 2 Seats AvailableMax intake limit is 10	Enrollment Open →

Wednesday, September 10, 2025

Mode: Online/Classroom

Batch: Weekdays

Time: 6:30 PM IST

Batch Full

Enrollment Closed →

Wednesday, September 17, 2025

Mode: Online/Classroom

Batch: Weekdays

Time: 6:30 PM IST

Only 1 Seat AvailableMax intake limit is 10

Enrollment Open →

Wednesday, September 24, 2025

Mode: Online/Classroom

Batch: Weekdays

Time: 8:00 AM IST

Only 5 Seats AvailableMax intake limit is 10

Enrollment Open →

Saturday, September 13, 2025

Mode: Online/Classroom

Batch: Weekends

Time: 10:00 AM IST

Only 2 Seats AvailableMax intake limit is 10

Enrollment Open →

Machine Learning Certification Course

Course Overview

Enroll in our Machine Learning Certification Course at Python Training Institute in Pune, located in Kharadi, the heart of Pune’s IT hub. This program is designed for beginners and professionals, covering ML algorithms, Python programming, TensorFlow, and real-world ML projects.

With hands-on projects like predictive modeling and image classification, and partnerships with top Pune-based companies like Infosys and TCS, our course ensures you’re job-ready in 120 days. Earn an industry-recognized certification and benefit from our 100% placement assistance.

What You'll Learn

Fundamentals of Machine Learning and AI.
Python for ML with libraries like Scikit-learn and Pandas.
Supervised and Unsupervised Learning Algorithms.
Deep Learning with TensorFlow and Keras.
Data Preprocessing and Feature Engineering.
Deploying ML Models in Production.

Requirements

A laptop with Python installed (free installation guide provided).
Basic knowledge of programming (recommended, not mandatory).
Enthusiasm for data science and machine learning.

Machine Learning Course Syllabus

Download Syllabus

Course Curriculum

Our Machine Learning course in Pune provides a comprehensive curriculum, covering statistics, Python programming, and machine learning techniques. Designed for beginners and professionals, it includes hands-on projects using Python libraries like NumPy, pandas, scikit-learn, and TensorFlow to build a job-ready portfolio for Pune’s tech hub, targeting roles at companies like Infosys, TCS, and Wipro.

Introduction to the Course
Overview of Statistics and Machine Learning
Setting Up the Python Environment (Anaconda, Jupyter Notebook, VSCode)

Data Types
Random Variable
Probability
Probability Distribution
Sampling Funnel
Measure of Central Tendency (Mean, Median, Mode) using NumPy and pandas

Measures of Dispersion (Variance, Standard Deviation, Range) using NumPy and pandas
Expected Value
Graphical Techniques (Histograms, Scatter Plots, Box Plots) using matplotlib and seaborn
Installing Python and Essential Libraries (NumPy, pandas, matplotlib, seaborn)
Jupyter Notebook for Interactive Analysis

Installation and Setup (Anaconda, pip, virtual environments)
Basic Commands and Syntax
Data Structures: Lists, Dictionaries, Sets, Tuples
Control Flow: if, else, for, while
Functions and Lambda Functions
NumPy for Numerical Computations
pandas for Data Manipulation
matplotlib and seaborn for Visualization

Skewness and Kurtosis using scipy.stats
Box Plot using matplotlib and seaborn
Data Analysis with pandas (DataFrames, Grouping, Aggregation)

Properties and Applications of Normal Distribution
Visualizing Normal Distribution with matplotlib
Statistical Functions in scipy.stats

Sampling Variation
Central Limit Theorem (CLT)
Confidence Intervals using scipy.stats and NumPy

Introduction to Hypothesis Testing
Two-Sample t-Test using scipy.stats
One-Sample t-Test using scipy.stats
Implementing Hypothesis Tests in Python

Other Parametric Tests (e.g., ANOVA) using scipy.stats
Non-Parametric Tests (e.g., Mann-Whitney U, Kruskal-Wallis) using scipy.stats
Implementing Tests with Python

Writing Python Code for t-Tests, ANOVA, and Non-Parametric Tests
Visualizing Results with matplotlib and seaborn

Scatter Diagram using matplotlib
Correlation Analysis using pandas
Principles of Regression
Simple Linear Regression using scikit-learn

Multiple Linear Regression using scikit-learn
Model Evaluation Metrics (R², MSE) using scikit-learn

Principles of Logistic Regression
Implementing Logistic Regression with scikit-learn

Multiple Logistic Regression using scikit-learn
ROC Curve using scikit-learn and matplotlib
Gain Chart using scikit-learn and matplotlib

Binomial Distribution using scipy.stats
Negative Binomial Distribution using scipy.stats
Poisson Distribution using scipy.stats

Poisson Regression using scikit-learn
Negative Binomial Regression using statsmodels
Models with Excessive Zeros (Zero-Inflated Models) using statsmodels

Multinomial Regression using scikit-learn
Model Evaluation with Confusion Matrix and Classification Report

K-Nearest Neighbors (KNN) using scikit-learn

Naïve Bayes (Gaussian, Multinomial) using scikit-learn

Decision Trees and Random Forest using scikit-learn
Visualizing Decision Trees with scikit-learn and matplotlib

Bagging and Boosting (e.g., AdaBoost, Gradient Boosting) using scikit-learn

Artificial Neural Networks (ANN) using scikit-learn or TensorFlow
Support Vector Machines (SVM) using scikit-learn

Our Trainers

Expert Machine Learning Trainers

Our trainers are industry veterans with over 12 years of experience in machine learning, data science, and AI, having mentored over 5,000 students to success in Pune’s tech sector.

12+ years of expertise in ML and AI.
Trained 5,000+ students across Pune and Maharashtra.
Certified professionals with hands-on ML project experience.
Connected with HR teams at Infosys, TCS, and Wipro.
Updated with the latest ML tools and frameworks.

Career Benefits of Machine Learning Training

Why Learn Machine Learning?

Machine Learning professionals are in high demand, driving innovation in industries like IT, healthcare, and finance. Our course at Python Training Institute in Pune equips you with skills to excel in Pune’s dynamic tech market, from startups to MNCs like TCS and Infosys.

With hands-on ML projects and placement support, you’ll build a portfolio that stands out, ensuring a rewarding ML career in just 120 days.

Key Benefits

High Demand: ML experts are critical in AI-driven industries.
Lucrative Salaries: Earn ₹6L–₹25L annually in roles like ML Engineer.
Versatile Roles: Work as an ML Engineer, Data Scientist, or AI Developer.
Global Opportunities: ML skills are in demand worldwide.
Future-Proof: Stay relevant in AI-driven business environments.

Machine Learning Job Roles and Salaries in Pune

Career Opportunities

Our Machine Learning course prepares you for top ML roles in Pune’s IT hub. Below are key job profiles, responsibilities, and salary ranges for ML professionals in Pune.

Job Profile	Role Description	Average Salary (INR)
Machine Learning Engineer	Design and deploy ML models for predictive analytics.	Entry-Level: ₹6L–₹10L Experienced: ₹12L–₹25L
Data Scientist	Analyze data and build ML models for business insights.	Entry-Level: ₹5L–₹9L Experienced: ₹10L–₹20L
AI Developer	Develop AI solutions using deep learning frameworks.	Entry-Level: ₹6L–₹10L Experienced: ₹12L–₹22L
Data Analyst (ML)	Use ML techniques for data analysis and visualization.	Entry-Level: ₹4L–₹7L Experienced: ₹8L–₹15L
ML Research Scientist	Conduct research to advance ML algorithms and models.	Entry-Level: ₹7L–₹12L Experienced: ₹15L–₹30L

Key Notes

Salaries vary based on experience, company, and project complexity.
Pune’s IT hub offers competitive pay for ML professionals.
Certifications enhance earning potential and job prospects.

Why Choose Our ML Training in Pune?

Your Path to Success

Python Training Institute in Pune offers a transformative ML learning experience, equipping you with skills to excel in AI-driven industries. Our course is tailored for Pune’s tech market, ensuring you stand out to employers like TCS, Wipro, and Infosys.

With a focus on practical training and career support, we help you achieve your ML goals in just 120 days, backed by our Kharadi-based facility and expert instructors.

Why Us?

Expert Instructors: Learn from ML professionals with 12+ years of expertise.
Hands-On Projects: Build predictive models, image classifiers, and more.
Placement Support: 100% assistance with resume building and interviews.
Flexible Learning: Online and classroom options for Pune and Maharashtra learners.
Industry Certification: Earn a credential recognized by Pune’s top employers.

ML Training Modes in Pune

Flexible Learning Paths

Our Machine Learning course offers multiple training modes to suit your needs, whether you’re a student in Kharadi or a professional in Mumbai. Learn at our state-of-the-art facility in Pune or join live online sessions from anywhere in Maharashtra.

Each mode includes hands-on ML projects and placement support, ensuring you’re ready for Pune’s competitive tech market.

Training Modes

Classroom Training: In-person classes at our Kharadi, Pune center for hands-on learning.
Online Training: Live, interactive sessions for learners in Pune, Mumbai, and beyond.
Corporate Training: Tailored ML programs for teams in Pune’s tech companies.