Full Stack Machine Learning and AI Program

₹48,400 + taxes

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₹48,400 + taxes

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This program offers comprehensive learning in applying Machine Learning, Deep Learning and Artificial Intelligence techniques to both structured and unstructured data including text, images, audio and video data. After this course, you will be able to select, apply and deploy appropriate Machine Learning and Deep Learning algorithms depending on the type of problems and data involved. The course provides a substantial intuition of the mathematics behind each of these algorithms, as well as business applications in AI using real life case studies.
Learning Mode:  Online (Instructor-led)
Certification Certification:  Jigsaw and IBM
Course Duration:  6 months
Access Duration:  12 months

What you get

IBM Certification
IBM Certification
Placement Support
Capstone Project
Online Classes
Online Q&A Sessions
Faculty & Technical Support
Mobile App Access
Case Studies
UChicago Certification
Guaranteed Internships
IOT Hardware Kit
IOT Hardware Kit
In-Person Faculty Support
IconNot Applicable
IconApplicable
* T&C apply

Tools & Curriculum Covered

Tools Tools Tools Tools Tools Tools Tools

Introduction to Machine Learning

Introduction to Python

Introduction to Pandas

Data Manipulation with Pandas

Visualization in Python: MatplotLib

IBM: Python for Data Science

Quiz

Case Study - Software Product

Quiz

Quiz

Introduction

Quiz

Quiz

Introduction

Quiz

Quiz

Introduction to Linear Regression

Logistic Regression

Quiz

Quiz

Tree Based Regression and Classifier

Random Forest and Gradient Boosted Machines

Case Study - Prices of AirBnB Properties in Amsterdam

Quiz

Quiz

Memory Based Engines

Model Based Engines: Singular-Value Decomposition (SVD) & Non-Negative Matrix Factorization (NMF)

Quiz

Quiz

K - Means

Agglomerative Clustering

Case Study - Image Classification (Retail Data)

Quiz

Quiz

Neural Networks

Convolutional Neural Network

Recurring Neural Networks (RNN) and Long Short-Term Memory (LSTM)

IBM Content - Tensor Flow

Case Study - OCR to Detect Regional Languages

Quiz

Quiz

Intuitive Examples of AI Applications

How is AI different from ML and DL?

Foundations and History of AI

Different AI categories

What is BlockChain?

Demystifying Cryptocurrency and Smart Contracts

Use Cases Driven by Block chain

Case Study - Machine Learning Model to Identify Promising Project Proposals

Case Study - Direct Marketing Business

Faqs

Long term programs are better suited to professionals looking to transition to an entirely new role in data science or machine learning, or those who are looking to start careers in these fields. They are more comprehensive and prepare you a variety of roles in these domains. With this knowledge, professionals will have the flexibility to choose the type of role they move into.

If you are enrolled for any of our in-person classes, you can ask your questions during the live sessions. For online learning, you can reach our faculty through email, call, chat (Google hangouts) or ask via the forum. Once the course is over, you can still get in touch with us via email.

We have a strong network in the field of analytics. We are constantly in touch with various companies for their hiring and training needs. We identify the right opportunities for our students and help them get in touch with the relevant HR teams.

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Success Stories & Placements

Success Stories

"Kanav, an IT professional, switched to analytics, and gained a HUGE salary hike in six months  After working for over two years as a data test engineer with a leading software MNC, Kanav decided ..."

Kanav Nayyar

Founder, Data Analyst, Leading Analytics Company
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