1. Machine Learning Basics (Week 1)
- •Introduction to machine learning
- •Supervised, unsupervised, and reinforcement learning
- •Real-world use cases
- •Difference between AI, ML, and data science
- •Overview of the ML workflow
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Machine Learning Course in Pune with Certification
Learn machine learning in Pune with Python, NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn, TensorFlow/Keras, and Flask basics. Build a solid path from data preparation and model training to evaluation and simple deployment, using the tools listed in the course syllabus.
4.7/5 from 1,432 reviews
Python-based machine learning training in Pune
Hands-on practice with NumPy, Pandas, and Scikit-learn
Real projects like house price prediction and spam detection
Covers preprocessing, feature engineering, and model evaluation
Placement-focused course with interview preparation and resume support
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Guarantee Program
14,200+ (Placed)
Freshers to IT
7,100+ (Placed)
Non-IT to Tech
5,800+ (Placed)
Career Gap Fillers
6,400+ (Placed)
Upskilling Success
24,999₹
In 60 Days + Placement
Course Fee:₹24,999
Duration:60 Days
Mode:Classroom & Online
Free Session
1 Hour Training Session
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Placement Assistance for Machine Learning Professionals in Pune
Learning machine learning is only part of the goal. Inventateq adds placement support so you can present your work clearly, speak about your projects with confidence, and apply for roles that match your skill level in Pune.
Our Signature Career Support:
- Resume help tailored for machine learning and data roles
- Project portfolio guidance based on your ML assignments
- Mock interviews for analyst, trainee, and engineer roles
- Career mentoring for entry-level and growth-stage profiles
- Support for applications across Pune-based data and AI openings
Machine Learning Salary Insights in Pune
Pune hires for machine learning across IT services, product teams, analytics, fintech, healthcare, and automation work. Salary grows as you move from model building and analysis into deployment, scaling, and team ownership.
Machine Learning Average Salary by Experience
Machine Learning Salary Insights in Pune
Pune hires for machine learning across IT services, product teams, analytics, fintech, healthcare, and automation work. Salary grows as you move from model building and analysis into deployment, scaling, and team ownership.
Machine Learning Average Salary by Experience
Why Students Choose Our Machine Learning Course in Pune?
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About Inventateq Machine Learning Training Institute in Pune
Inventateq keeps the course practical from the start. You learn machine learning concepts, Python libraries, statistics, preprocessing, supervised and unsupervised learning, model evaluation, feature engineering, and deployment basics through structured sessions and projects that follow the syllabus.
We stand apart through our commitment to:
- Build ML models using Python, Pandas, NumPy, and Scikit-learn
- Work on projects such as house price prediction and spam detection
- Learn data cleaning, feature scaling, and train-test split clearly
- Get mentor guidance on model evaluation and interview preparation
- Use flexible training support for learners in Pune
Live Online
Remote Learning
AI Online Live Classes
Live online classes are available for learners in Pune who want structured machine learning training from home or work. You still get interactive sessions, project guidance, and support on Python, Scikit-learn, TensorFlow/Keras basics, and deployment topics.
Live interactive classes with practical coding demonstrations
Recorded sessions available for revision and practice
Weekly assignments with mentor feedback and guidance
Real projects covering Generative AI, LLMs, and Agentic AI
Online career guidance and interview preparation support
Machine Learning Training Program
Students and fresh graduates
Good for learners starting with Python and wanting a practical entry into machine learning.
Working professionals
Useful for analysts and IT professionals who want to move into data and ML roles.
Non-technical learners
Suitable if you are ready to learn Python, data handling, and core ML concepts step by step.
Data and business analysts
Helps you strengthen preprocessing, model evaluation, and prediction skills.
Career switchers in Pune
Helpful for people aiming for machine learning, data science, or AI developer roles.
Quick Highlights of Inventateq Machine Learning Course in Pune
Course Duration
Mode: Offline classroom and live online training
Language: Practical instructor-led sessions
Format: Concepts, coding practice, and projects
Support: Doubt clearing and mentor guidance throughout
No prior machine learning background is required. The course starts from the basics and moves step by step.
Machine Learning Course Curriculum in Pune
W1
2. Python for Machine Learning (Week 2)
- •Python basics for ML work
- •NumPy and Pandas for data handling
- •Cleaning and working with datasets
- •Data visualization with Matplotlib and Seaborn
- •Using notebooks for practice
3. Statistics and Math Foundations (Week 3)
- •Mean, median, and mode
- •Probability basics
- •Common distributions
- •Correlation and covariance
- •Linear algebra basics
4. Data Preprocessing (Week 4)
- •Handling missing values
- •Encoding categorical data
- •Feature scaling
- •Feature selection
- •Train-test split
5. Supervised Learning Models (Week 5)
- •Linear regression
- •Logistic regression
- •Decision trees
- •Random forest
- •Support vector machines
6. Unsupervised Learning (Week 6)
- •K-means clustering
- •Hierarchical clustering
- •Principal component analysis
- •Association rules
- •Anomaly detection basics
7. Model Evaluation (Week 7)
- •Accuracy, precision, recall, and F1 score
- •Confusion matrix
- •Cross validation
- •Bias versus variance
- •Overfitting and underfitting
8. Feature Engineering (Week 8)
- •Feature creation
- •Feature transformation
- •Handling imbalanced data
- •Outlier detection
- •Data optimization techniques
9. Deep Learning Overview (Week 9)
- •Neural network basics
- •Activation functions
- •TensorFlow and Keras introduction
- •Basic neural network models
- •Backpropagation concept
10. ML Deployment Basics (Week 10)
- •Model saving and loading
- •Flask and FastAPI introduction
- •APIs for ML models
- •Cloud deployment overview
- •Model monitoring basics
11. Real-Time Projects and Interview Prep (Week 11)
- •House price prediction
- •Spam email detection
- •Customer segmentation
- •Disease prediction model
- •Resume building and interview preparation
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Why Inventateq for Machine Learning Training in Pune?
Inventateq focuses on job-ready machine learning skills, not just theory. The training follows the syllabus closely so you move from Python and data handling to model building, evaluation, and deployment basics in a clear sequence.
Why Students Trust Inventateq Pune
- Trainers explain concepts with live coding and dataset practice
- Syllabus stays aligned with current machine learning tools and workflows
- Learning support is consistent from the first module to the final project
- Training includes interview preparation and practical portfolio building
- Students trust the course because it is direct, structured, and career-focused
Build Machine Learning Skills That Lead to Real Roles
You work with the same tools and workflows used in entry-level machine learning jobs. By the end, you can clean data, train models, evaluate results, and explain your work in interviews.
Build Practical ML Projects
Work on house price prediction, spam detection, customer segmentation, and disease prediction. These projects help you understand how machine learning is applied to real datasets.
Handle Data the Right Way
Learn preprocessing, encoding, scaling, feature selection, and outlier handling. This gives you a base that is useful in both analyst and machine learning roles.
Train and Compare Models
Practice regression, classification, clustering, and basic neural network concepts. You learn how to test models and compare results using clear metrics.
Understand Model Performance
Use accuracy, precision, recall, F1 score, confusion matrix, cross validation, and bias-variance concepts. This is important for improving model quality.
Move Toward Deployment
Get an introduction to Flask, FastAPI, APIs, cloud deployment, and model monitoring. You understand how ML models move beyond notebooks.
Prepare for Interviews
Resume building and interview preparation are part of the final stage. You learn how to present your project work and explain your ML choices clearly.
Certification for Machine Learning Training
The certification confirms that you have completed structured training in machine learning concepts, Python-based model building, preprocessing, evaluation, and basic deployment. It helps show employers that your learning is tied to practical work, not only theory.
Python for machine learning
Earn this certificate upon successful completion of our training program.
Scikit-learn model building
Validate your skills with recognized industry credentials.
Pandas and NumPy data handling
Earn this certificate upon successful completion of our training program.
TensorFlow/Keras introduction
Validate your skills with recognized industry credentials.
Detailed Insights: Machine Learning Training in Pune
Students Frequently Asked Questions
Is this machine learning course in Pune suitable for beginners?
Yes, the course is suitable for beginners who want to learn machine learning from the ground up. It starts with the basic concepts and then moves into Python tools, statistics, preprocessing, and model building. If you can follow structured classes and practice coding, you can join.
Do I need programming knowledge before joining?
Basic programming awareness helps, but it is not mandatory. The course covers Python basics for machine learning along with NumPy, Pandas, and notebook practice. That means you can build the required foundation during the training itself.
Will I work on real projects during the course?
Yes, the course includes real-time projects such as house price prediction, spam email detection, customer segmentation, and disease prediction. These projects are useful because they connect the theory to actual datasets and model building. They also help when you prepare your resume and interviews.
Does Inventateq provide placement assistance for machine learning roles in Pune?
Yes, placement support is included. You get resume help, mock interviews, portfolio guidance, and career mentoring for roles such as machine learning trainee, data analyst, and junior data scientist. The support is practical and tied to your project work.
Can working professionals attend the course online?
Yes, live online training is available for learners in Pune. It is useful for working professionals who want structured sessions without commuting. You still get interactive guidance, project help, and support on the core tools used in the course.
What tools will I learn in this course?
The main tools covered in the syllabus are Python, Jupyter Notebook, Scikit-learn, Pandas, NumPy, Matplotlib, Seaborn, TensorFlow/Keras basics, and Flask for deployment basics. The broader tools list also supports deeper exposure to ML workflows and modern platforms. This gives you a strong practical base for beginner to junior-level roles.
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