Advanced Certificate Programme in Machine Learning & Deep Learning

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Advanced Certificate Programme in Machine Learning & Deep Learning


  • Feb 29, 2024Start Date

  • 8 MonthsDuration

5 out of 6 Learners Get Positive Career Growth
Results reviewed by Deloitte.

Bachelor's/Master’s degrees in Computer Science/Engineering/Math/Statistics/ Economics/Science with a minimum of 50% marks in graduation.

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 DateFeb 29, 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

Programming Tools
Programming Tools
Programming Tools
Programming Tools
Programming Tools

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

Placement Companies
Placement Companies
Placement Companies
Placement Companies
Placement Companies

Industry Projects
Learn through real-life industry projects that simulate actual projects in top companies across industries.

Investment Analysis

Fill in the shoes of an analyst at an investment bank and determine where the firm should invest. Explain your recommendations in lieu of the analysis conducted.

Lending Club Case study

Determine which customers are at the risk of default and what are their characteristics so as to avoid providing loans to similar people in the future.

Car Price Prediction

Build a model to understand the factors car prices vary on and help a Chinese company enter the US car market.

House Price Prediction

Build a model to understand the factors house prices vary on and help an American company enter the Australian housing market.

Syllabus

  1. 240+Hours of Content
  2. 5+Industry Projects, Case studies & Assignments
  3. 64Live Sessions (Approx)
  4. 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

  1. 240+Hours of Content
  2. 5+Industry Projects, Case studies & Assignments
  3. 64Live Sessions (Approx)
  4. 12Tools, Languages & Libraries

WHAT OUR LEARNERS SAY

Yogesh Awate

"This program on Machine Learning and Deep Learning makes you a completely skilled machine learning engineer. With industrial assignments and some leading industrial facilities, it tends to feed you with 'Ready to go' knowledge and skills. I highly recommend this program for those who want to be expertised in Machine Learning and Deep Learning."

Rashakrishnan Ramanathan

"This program / specialization has helped me in both aspects of understanding real analysis of problems & applying it to my work on Network optimization and customer analytics. The course content and the professor (Dr Raghavan) has been really good & apt for learning in a great way."

Ram Krishna Mishra

"If you are really thinking about being specialized in this area, IIITB is one of the best places. This program will give you: 1. Deep theoretical understanding of Al and ML from experienced professors from IIIT Bangalore. 2. Theoretical approach will be applied to practical problems with Python programming on real time data led by Industry experts."

Program Fee

₹99,000 (including taxes)

EMI starting at ₹3,037/-

Empowering learners of tomorrow


Over 2,300 students have completed this course and started working at their dream job, whats stopping you?

By clicking on submit, I allow Admission Team to send program details on Email/ SMS/ Phone

  • 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