01
ML problem framing and dataset preparation workflows
ML problem framing and dataset preparation workflows
ai training · Chandigarh
Machine Learning
Build predictive models, recommendation systems, and ML pipelines with Python.
5 MonthsIntermediate to Advanced10 modules3.9/5 · 18+ reviews
About this program
Practical Machine Learning training in Sector 34-A
Go deep into machine learning algorithms and model deployment. Flex Academy's Machine Learning course in Sector 34A, Chandigarh is designed for students who want to specialize beyond data analysis. With placement assistance from 100+ hiring partners and a track record of 85,000+ trained students, this program delivers career-ready ML skills.
- Select and implement appropriate ML algorithms for diverse problems
- Engineer features and build reproducible training pipelines
- Evaluate models using industry-standard metrics and validation
- Apply deep learning for complex pattern recognition tasks
- Understand deployment considerations for ML in production
85,000+
Students Trained
100+
Hiring Partners
12+
Specialized Programs
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Tell us your career goal and our course advisor will help you choose the right program.
Talk on WhatsAppCurriculum
Course modules — choose your learning path
Switch between Fundamental, Advanced and Pro tracks. Module content is aligned with Flex Academy's live course curriculum.
02
Regression models
linear, polynomial, and regularization
03
Classification algorithms
logistic regression, SVM, and trees
04
Ensemble methods
random forests, gradient boosting, XGBoost
05
Clustering and dimensionality reduction techniques
Clustering and dimensionality reduction techniques
06
Feature selection, engineering, and pipeline automation
Feature selection, engineering, and pipeline automation
07
Cross-validation, bias-variance tradeoff, and model selection
Cross-validation, bias-variance tradeoff, and model selection
08
Deep learning fundamentals with PyTorch
Deep learning fundamentals with PyTorch
09
Model deployment and MLOps introduction
Model deployment and MLOps introduction
10
Real-world ML project lifecycle from ideation to monitoring
Real-world ML project lifecycle from ideation to monitoring
11
ML problem framing and dataset preparation workflows (Applied Lab)
Extended practice for ml problem framing and dataset preparation workflows with mentor review and portfolio documentation.
Showing 11 modules for the 6 Months Advanced program
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Flex Academy vs typical online-only options
Feature
Flex Academy
Others
Project-led curriculum
Career counselling & interview prep
Updated tools for modern roles
Classroom guidance in Sector 34-A
Portfolio and demo support
Transparent claims (no fake guarantees)
Tools & Technologies You'll Study
Hands-on practice with the same AI platforms and frameworks used in modern tech teams.
ChatGPT
Claude
Gemini
Perplexity
Midjourney
Stable Diffusion
Hugging Face
LangChain
LangGraph
GitHub Copilot
Notion AI
Canva AI
TensorFlow
PyTorch
OpenCV
n8n
Make
Python
JavaScript
TypeScript
ChatGPT
Claude
Gemini
Perplexity
Midjourney
Stable Diffusion
Hugging Face
LangChain
LangGraph
GitHub Copilot
Notion AI
Canva AI
TensorFlow
PyTorch
OpenCV
n8n
Make
Python
JavaScript
TypeScript
HTML5
CSS3
React
Next.js
Node.js
Express.js
Django
MongoDB
SQL
Git
GitHub
Figma
Photoshop
Illustrator
Tailwind CSS
Bootstrap
Google Analytics
Google Ads
Meta Ads
HTML5
CSS3
React
Next.js
Node.js
Express.js
Django
MongoDB
SQL
Git
GitHub
Figma
Photoshop
Illustrator
Tailwind CSS
Bootstrap
Google Analytics
Google Ads
Meta Ads
Fees & Inclusions
Machine Learning Course Fees in Chandigarh
Fees vary by tier (3-month Fundamental, 6-month Advanced, or 12-month Pro + AI Track). Every fee bracket is fully inclusive — there are no hidden charges for materials, certification, vendor exam fees, or placement support. Request the latest fee brochure for your preferred tier.
All 15 modules
Foundations → Capstone
Live project labs
Build real portfolio work
Tool access included
Python, Scikit-learn, PyTorch
Industry certificate
Verifiable ID
Mentor review included
Project feedback & demos
Placement support
Until you're hired
EMI & scholarships
0% interest available
No hidden fees
Materials & exam included
Get the Machine Learning Course Fee Brochure
We'll share the current fee structure, EMI plan, and upcoming batch dates within 5 minutes — by WhatsApp or a quick call, whichever you prefer.
Why choose us
Classroom guidance with career-focused mentoring
Train at Flex Academy in Sector 34-A, Chandigarh with structured sessions, doubt support and project review. Ideal for students and professionals across Chandigarh, Mohali and Panchkula who prefer guided learning over scattered tutorials.
- Developers and analysts moving into AI and machine learning roles
- Tech professionals upskilling in Generative AI and automation
- Graduates targeting AI developer and data science careers in Chandigarh
Focus on practical work
Projects you can show in interviews
Every module moves toward applied outcomes. Build demos, document your approach, and present work that shows how you think — not just what tools you clicked.
- Predictive maintenance model for industrial sensor data
- Recommendation system for a content platform
- Kaggle-style classification competition entry
- Production-ready ML pipeline with automated retraining hooks
Why learners join
Built for skill, projects and career readiness
Career Support
Resume guidance, interview prep and placement assistance through hiring partners.
Mentor-Led Learning
Learn with trainers who focus on practical application and project feedback.
Hands-on Projects
Build portfolio work you can explain in interviews and client conversations.
Course Certification
Receive completion certification after required training and project work.
Our students
Learners building careers with Flex Academy
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A practical program where careers are built, not simply taught.
Go deep into machine learning algorithms and model deployment. Flex Academy's Machine Learning course in Sector 34A, Chandigarh is designed for students who want to specialize beyond data analysis. With placement assistance from 100+ hiring partners and a track record of 85,000+ trained students, this program delivers career-ready ML skills. This Machine Learning path at Flex Academy in Sector 34-A, Chandigarh combines mentor-led learning, portfolio projects and career counselling for students and professionals across the Tricity.
- Select and implement appropriate ML algorithms for diverse problems
- Engineer features and build reproducible training pipelines
- Evaluate models using industry-standard metrics and validation
- Apply deep learning for complex pattern recognition tasks
- Hands-on projects for portfolio building
- Industry-relevant curriculum for current job roles
FAQs
Frequently asked questions
We recommend completing Data Science with Python first or having equivalent Python and statistics knowledge. Our counsellors at Sector 34A can assess your readiness during a free demo session.