Program Overview
Kick-start your ML journey with personalised mentorship from industry experts, 7 hands-on projects & 360-degree career assistance. Start your journey today at ₹3,037/- per month*.
EligibilityBachelor’s degree with a minimum of 50% or equivalent passing marks.
Mode of Teaching & ExamsOnline
Medium of InstructionsEnglish
Program Start DateOctober 31, 2024
Programme FeeEMI starting at ₹3,037/-
Duration 8 Months
Program Benefits
- Learn from 14+ programming languages and tools: Python; NLTK; RASA; MySQL; Excel; NumPy; pandas; scikit learn; matplotlib; Seaborn; statsmodels
- Opportunity to work on industry projects, case studies and assignments and 60+ live sessions conducted by industry experts
- 10+ projects
- Quarterly Hackathon to network and live coding classes on Kaggle and OpenCV
- Tests conducted by domain experts to evaluate industry-readiness
- 360-degree career assistance from mock interviews with hiring managers, resume building and LinkedIn profile review via AI-powered inputs
Programming Languages and Tools Covered
Get Hand-on Experience and deep dive into the latest tools and programming languages
Get Certified!
Get certified for the Advanced Certificate Programme in Machine Learning & NLP & turbocharge your career growth
- Build a strong network for life with opportunities to connect to Machine Learning Industry experts & your experienced fellow learners
- Gain theoretical knowledge & practical understanding with this cutting-edge curriculum
- Learn multiple tools & languages to stand apart to gain a foothold in the ML & AI industry
Our Learners Work At
Top companies from all around the world have recruited IIITB alumni
Industry Projects
Learn through real-life industry projects that simulate actual projects in top companies across industries.
Syllabus
250+Hours of Learning 5+Industry Projects, Case studies & Assignments 10Tools, Languages & Libraries 50Approx. LS Sessions
Pre-Program Preparatory Content (3 Weeks)
Introduction to Python
Python for Data Science
Data Visualisation in Python
Data Analysis Using SQL
Advanced SQL & Best Practices
Data Analysis in Excel
Analytics Problem Solving
Math for Machine Learning
Statistics and EDA (5 Weeks)
Exploratory Data Analysis
Cloud Essentials: Intro to Git and Github
Inferential Statistics
Hypothesis Testing
Lending Club Case Study
Machine Learning I (7 Weeks)
Linear Regression
Linear Regression assignment
Logistic Regression
Naive Bayes
Model Selection
Machine Learning II (7 Weeks)
Advanced Regression
Advanced Regression assignment
Support Vector Machine (Optional)
Tree Models
Model Selection - Practical Considerations
Boosting
Unsupervised learning: Clustering
Unsupervised Learning: Principal Component Analysis
Telecom Churn Case Study
Natural Language Processing (7 Weeks)
Lexical Processing
Syntactic Processing
Syntactic Processing- Assignment
Semantic Processing
Case Study: Classifying customer complaint tickets
250+Hours of Learning 5+Industry Projects, Case studies & Assignments 10Tools, Languages & Libraries 50Approx. LS Sessions
WHAT OUR LEARNERS SAY
Program Fee
₹99,000 (including taxes)
EMI starting at ₹3,037/-
Over 2,300 students have completed this course and started working at their dream job, whats stopping you?
- Rigorous and job ready curriculum developed in collaboration with industry experts
- Alumni status from IIIT Bangalore
- 360 Degree Career Support with Mentorship from Industry Experts
- Networking opportunities with 10,000+ alumni & leading industry experts