- Admission Open For New batch
Machine Learning Training in Pune
In Association with:
Certification aligned to:
- Advanced Certification from MeitY (Ministry of Electronics and Information Technology) in association with FutureSkills Prime.
- 04 Months technical training program with hybrid classes (online + offline), ideal for learners looking for machine learning classes in Pune or machine learning training in Pune.
- Suitable for college students, graduates, postgraduates, candidates with a career gap, and early professionals.
- Start from scratch – no prior experience needed, all prerequisites will be covered.
- Next-Gen curriculum designed for the era of AI, Data Science, and Generative AI innovations.
31st Dec
Next Batch
04 Months
Course Duration
Hybrid
Online + Offline
5 LPA
Avg Package
Machine Learning Classes in Pune
Machine Learning Classes in Pune
Machine learning course in Pune is absolutely the most demanded course among IT professionals. Highly rated by Silicon India, Ethans Tech was nominated and won an award for Top 10 Institute in India for providing Machine Learning and Artificial Intelligence courses. Ethans Machine Learning Training in Pune completely focuses on Python – known for the best programming language to implement machine learning in the projects. Extremely earnest training curriculum helped students to gain the best knowledge.
Lectures: 16-20 | Duration: 50-60 hours | Training Mode: Classroom & Online
Register to confirm your seat. Limited seats are available.
Guest Lectures by IIT professors
Ethan's Tech Career Track
IIT Approved Mentors
Advance Curriculum
Machine Learning Training Location
- Wakad
- Kharadi
- Shivajinagar
Learn From the Masters
Our team is made up of industry experts, seasoned professionals, and passionate trainers who work together as a close-knit family. We believe in not just teaching, but inspiring and growing together — creating a learning environment that feels like home and performs like the best in the business.
Gurjeet Sir
Ex IIT Kharagpur, AI
Sachin Sir
Ex Microsoft – Azure
Vinit Sir
Ex IIT Bombay, GenAI
Alam Sir
Cloud & DevOps Architect
Jatin Sir
Ex Credit Suisse, Python
Siddhant Sir
Ex IIIT Allahabad, DSA
Raman Sir
Ex-Data Analyst, MuSigma
Anurag Sir
Ex-IIM Bangalore, GenAI
Himanshu Sir
Unlock 20,000+ Worth of Premium Bonuses 100% FREE!
Master the Best Tech Tools
About the Course
Machine Learning Training In Pune
Learn from Experts
What do you mean by Machine learning?
Machine learning is an application of artificial intelligence (AI) that offers systems the ability to automatically learn and enhance from experience without being explicitly programmed. Machine learning specializes in the development of computer programs that may get entry to data and use it to learn for themselves. Machine learning algorithms use computational techniques to “learn” information directly from data without relying on a predetermined equation as a model. The algorithms adaptively enhance their overall performance because the number of samples available for learning increases. Deep learning is a specialized form of machine learning. Machine learning Course at Ethans focuses on completing the pre-requisite of the course as well as providing job assistance to all the candidates so that they can excel in their careers by upgrading their skills and giving a kick start to their career in the IT domain.
What are the Benefits of Machine Learning?
- Continuous integration: Machine Learning algorithms are capable of learning from the data we provide. As new data is provided, the model’s accuracy and efficiency to make choices enhance with subsequent training. Giants like Amazon, Walmart, and so on collect a large number of new data every day. The accuracy of finding related products or recommendation engines improves with this massive quantity of training data available.
- Automation for everything: A very effective utility of Machine Learning is its ability to automate numerous decision-making tasks. This frees up plenty of time for developers to apply their time to more efficient use. For example, some common use we see in our day-by-day life is social media sentiment evaluation and chatbots. The moment a negative tweet is made associated with a service or product of a Company, a chatbot immediately replies as first-level customer support. Machine Learning is converting the world with its automation for nearly everything we will think of.
- Trends and Patterns Identification: This advantage is a no-brainer. All people interested in Machine Learning technology are well aware of how the various Supervised, Unsupervised, and Reinforced learning algorithms can be used for various categories and regression problems. We identify numerous trends and styles with a large number of data on the usage of this technology. For example, Amazon analyzes the buying patterns and seek trends of its clients, and predicts products for them using Machine Learning algorithms.
Who Should Choose Machine Learning as a Career?
- Product Engineer
- Application Developers
- Freshers
- College Students
- Platform Engineer
- DBA
- Database Developers
- Data Engineer
- Data Programmer
- Data Analytics Professional
- Business intelligence Professionals.
What Ethans Provide After the classes?
Course is designed by industry mentors from various MNC’s, after many rounds of discussion we came up with a comprehensive machine learning syllabus which completely focused on practical and project based learning. Machine Learning syllabus provides an end to end understanding of technology and helps students to build a great foundation on the subject. Attendees will be prepared with interview questions from day1 and it will help to crack Python and Machine Learning interviews and possess an advanced knowledge on concepts.
What are the Syllabus Highlights of Ethans Tech?
Python and Machine Learning program is Ethan’s recommendation for individuals looking forward to transforming their career into the most demanded technology in 2020.
Course content of our Machine Learning program is developed and taught by professionals working in the IT industry with extensive experience in their respective domains from leading multinational companies. In an attempt to provide the best Machine Learning Training in Pune, we review our course curriculum frequently and keep it updated all the time, to ensure you’re learning what’s most relevant to employers.
Syllabus
Machine Learning course in Pune
Machine Learning classes in Pune
Lectures: 40-44, Duration: 100 hours
- Learn various Python concepts
- Understand different data types in Python
- String, list, tuple, dict, set, frozenset and Boolean data Types
- Learn Python Builtin functions and concepts
- Develop your own functions using Lambda statements.
- Conditional statements and for, while loops
- File handling operations with context managers.
- Generators, Decorators and Closures
- Inbuilt Python Modules and packages for data Handling
- PDB debuggers and Pycharm Debuggers
- Exceptional Handling concept with try-except Blocks
- Learn Design Patterns techniques with OOPS.
- Data pre-processing with regex
- RDBMS-SQLite3 database Handling
- Numerical Python and Statistical analysis
- Dataframe and Series in Pandas
- Different Files reading Techniques
- Introduction to SkLearn Library
- Seaborn – Exploratory data analysis Library
- Introduction to Statistics
- Concept of Central Tendency
- Statistics and Probability
- Linear Algebra and Calculus
- Machine learning Algorithms
- Supervised Learning
- Classification – k-Nearest Neighbor(KNN)
- Classification – Naive Bayes
- Logistic Regression
- Classification – Decision Tree
- Linear Regression
- Classification – SVM (Support Vector Machine)
- Unsupervised Learning
- Metrics for Clustering
- K-Means: Geometric intuition, Centroids
- Density based clustering
Features
Classroom Sessions
Ethans Pune delivers training designed to meet real-world demands, with strong emphasis on hands-on and project-based learning. Sessions are interactive, ensuring individual attention for every student. Learners also get access to online doubt-clearing sessions, recorded backup classes, and a discussion forum for continuous academic support.
Learning Management System
Our LMS provides free add-on courses to strengthen cross-functional skills required in the industry. Students can revisit recorded sessions from their ongoing batches and access structured study resources. These include assignments, projects, POCs, and reference materials that support learning across all modules and help reinforce key concepts.
Quiz, Assignments & POC's
Each course is supported with topic-wise quizzes, practical assignments, and interview-oriented tasks. Assignments are customized based on student skill level and project needs, typically requiring around one hour daily. These tasks simulate real company scenarios, ensuring hands-on exposure, along with complementary study material for every module.
FutureSkills Prime Certification
Ethans is an ISO 9001:2015 certified institute, offering certifications recognized across industries. After successful assessment by industry experts, students receive a course completion certificate endorsed by FutureSkills Prime. This certification adds credibility to your profile, strengthens your resume, and enhances opportunities upon course and project completion.
Real-life Case Studies
Ethans integrates real-time projects with practical business use cases into its curriculum. Students learn to understand business requirements, perform analysis, and solve implementation challenges. This hands-on approach bridges the gap between theory and practice, helping learners gain confidence by applying concepts to real-world industry scenarios.
Job Assistance Program
After completing a course, eligible students can opt for Ethans’ job assistance program. This includes resume building, profile optimization, and interview guidance. With a strong alumni network of over 5,000 members, job opportunities are regularly shared. Over 3,000 students have successfully placed across leading companies in India.
Learning Management System Here (LMS)
Learn anytime, anywhere & track your progress.
- HD VIDEO
- 24/7 LEARNING
- TRACKER
Industry Projects
Trusted by Leading Platforms
Top-Rated Institute
Featured for Excellence
Top AI Institute
Academic Partner
Machine Learning – Program Highlights
Unlock the power of Machine Learning with Ethan’s Tech’s Machine Learning Certification, crafted for aspiring data analysts, AI enthusiasts, and ML engineers. This program takes you from basic foundations to advanced ML concepts, enabling you to build prediction models, data pipelines, and intelligent applications.
- 15+ Hands-on ML Projects – Gain practical expertise through real-time ML projects and domain-specific use cases.
- Internship-Integrated Program in ML Engineering – Apply your learning to real business scenarios with hands-on internship experience.
- Comprehensive Coverage – Master end-to-end Machine Learning concepts with practical implementation focus.
- Tied-Up with 500+ Companies – Explore job opportunities with top recruiters hiring for ML and AI-related roles.
- 100% Career Support – Access our POD hiring platform, career mentorship, and placement assistance.
- Master ML & AI Development – Learn to build models, automate workflows, integrate ML APIs, and develop AI-powered solutions.
- Job Readiness Program – Includes resume building, mock interviews, and soft skills training to prepare you for ML-based tech interviews.
- Recognized Certification – Earn an industry-recognized ML certificate and receive dedicated support to launch your career in Machine Learning.
- 100% Placement Support – Receive resume building assistance, mock interviews, and complete career guidance.
Up-Skill with an Industry-Recognized Certificate
Gain a competitive edge in the job market with our industry-recognized certification, designed to validate your skills and elevate your career.
Validated Certification from Ethans Tech
Receive a professional certificate that validates your expertise and is recognized across leading IT companies.
Training Backed by Real-World Expertise
Ethans Tech follows a practical, hands-on training approach aligned with industry needs, boosting your job readiness.
Professional Credential for Career Growth
Showcase your technical skills with a credible certificate that strengthens your portfolio and improves hiring prospects.
Internship Certificate by Nexgen Analytix
Gain an official internship certificate showcasing your practical experience and real-time project exposure.
Verified Industry Internship Recognition
Highlight your applied skills, teamwork, and domain knowledge through a certificate trusted by employers.
Career-Boosting Professional Doc
Add the internship certificate to your resume and LinkedIn to demonstrate hands-on experience and industry exposure.
Master 12+ In-demand Skills in Python Programming
- ML Basics & Types
- Data Preprocessing
- Feature Engineering
- Regression Algorithms
- Classification Algorithms
- Clustering Algorithms
- Model Evaluation
- Dimensionality Reduction
- Ensemble Learning
- Hyperparameter Tuning
- Working with Real Datasets
- ML Project Deployment
Why to Join this Program
Guest Lectures by IIT professors
Learn directly from top IIT faculty through hands-on, real-time sessions
Ethan’s Tech Career Track
Flexible timelines to complete your course and projects at your own pace
IIT Approved Mentors
Get personalized guidance and career insights from experienced professionals
Advance Curriculum
Master concepts from basic to expert level through structured, applied learning
4.7
4.6
4.5
Next Batch Starts on
31st Dec
Join 1% Elite Cohort
Why Choose Ethan’s Tech?
OTHERS
- Breadth and Depth of Curriculum
- Beginner-Friendly Bootcamp
- GenAI Integration
- Specialised Paths
- Projects Experience
- Alumni & Outcomes
- Hands-On Learning Model
- Mentorship & Faculty Access
- Comprehensive
- Structured Start
- Fully Applied
- Multiple Tracks
- Real-World & Personalized
- Large Network
- Applied & Practical
- Expert-Led
- Limited
- No On-Ramp
- Light Touch
- One Track
- Minimal & Fixed
- Small Base
- Theory-Heavy
- Basic Support
Our Alumni Works Here!
What our Students Say
Ethan’s Tech played a key role in shaping my Python development skills. The course focused on core concepts with real-world applications. Trainers explained topics clearly and provided support. This training helped me gain confidence and secure my role as Python Developer at Automata Pvt. Ltd.
Sarthak Arsul
Cloud Engineer | Minutus Computing
Ethan’s Office Tour
Ethans Tech is a leading professional training institute founded with the mission to bridge the gap between academic learning and real-world skills. With a strong presence in Pune and expanding across India, Ethans Tech has trained thousands of students and working professionals, helping them upgrade their careers in the most in-demand technologies.
The name “Ethans” represents a commitment to “education with excellence”. It’s not just a name; it’s a culture — built by passionate industry experts who believe in practical, hands-on learning rather than rote education. Every trainer at Ethan’s is a seasoned professional with real industry exposure, making the learning experience highly relevant, practical, and impactful.
At Ethans, it’s not just about completing a course — it’s about building a career.
Ethans Tech is a premier professional training institute dedicated to bridging the gap between academic education and real-world industry skills. Headquartered in Pune and expanding across India, Ethans Tech has empowered thousands of students and working professionals to advance their careers in today’s most in-demand technologies. With experienced industry trainers and a strong focus on practical, hands-on learning, the institute ensures highly relevant and career-oriented training that prepares learners to succeed in the professional world.
Get a Free Consultation!
Call us today and get your queries answered by our top experts.
Learners Profile
- 11% – College Graduates (Non-technical backgrounds)
- 23% – B.Tech & M.Tech Graduates (CS, IT, ME, CIVIL)
- 27% – BCA, B.Sc (IT/CS/Maths/Stats) Graduates
- 23% – Early Career Professionals (1–6 years of experience)
- 16% – Career Comeback Learners (with a gap in education or employment)
This blend of learners adds immense value to the learning experience — offering unique perspectives, fresh ideas, and real-world context to every session
Learner Profiles & Trusted Companies
Machine Learning Course FAQs
Everything you need to know about the program.