Program Overview
Future-proof your career with in-demand ML & Deep Learning skills. Get ahead with personalised mentorship from industry experts, hands-on projects & 360-degree career support. Start your journey today at ₹3037/-
EligibilityBachelor's/Master’s degrees in Computer Science/Engineering/Math/Statistics/ Economics/Science with a minimum of 50% marks in graduation.
Mode of Teaching & ExamsOnline
Medium of InstructionsEnglish
Program Start DateOctober 31, 2024
Programme FeeEMI starting at ₹3,037/-
Duration 8 Months
Program Benefits
- Get an industry-recognised certificate from IIIT Bangalore
- Opportunity to work on industry projects, case studies and assignments
- Quarterly hackathons to network
- Learn from 14+ Programming Languages and Tools: Python; Keras; TensorFlow; MySQL; Excel; NumPy; scikit learn; matplotlib; OpenCV; pandas; Seaborn; statsmodel
- Practical and theoretical applications of your learnings via projects, assignments and a mini capstone project
- Live coding classes on Kaggle and OpenCV
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 & Deep Learning & 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
240+Hours of Content 5+Industry Projects, Case studies & Assignments 64Live Sessions (Approx) 12Tools, Languages & Libraries
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
Module Selection
Tools Covered: Python
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
Tools Covered: Python
Deep Learning (8 Weeks)
Introduction to Neural Networks
Convolutional Neural Networks -Industry Applications
Convolutional Neural Networks - Assignment
Recurrent Neural Networks
Neural Networks Project - Gesture Recognition
Tools Covered: Python, Keras, TensorFlow and OpenCV
240+Hours of Content 5+Industry Projects, Case studies & Assignments 64Live Sessions (Approx) 12Tools, Languages & Libraries
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