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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. 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.
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Learning Mode: Online
(Instructor-led)
Certification: Jigsaw and IBM
Course Duration: 6 months
Access Duration: 12 months
WHAT YOU GET
IBM
Certification
Placement
Support
Capstone
Project
Online Classes
Online Q&A
Sessions
Faculty &
Technical
Support
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QUERY?
Not Applicable
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TOOLS & CURRICULUM COVERED
Introduction To Machine Learning And AI
Introduction to Machine Learning & Python for Machine Learning
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
Feature Engineering for Structured Data
Introduction
Quiz
Feature Engineering for Unstructured Data
Introduction
Quiz
Linear Models
Introduction to Linear Regression
Logistic Regression
Quiz
Ensemble Models
Tree Based Regression and Classifier
Random Forest and Gradient Boosted Machines
Case Study - Prices of AirBnB Properties in Amsterdam
Quiz
Recommendation Engines
Memory Based Engines
Model Based Engines: Singular-Value Decomposition (SVD) & Non-Negative Matrix Factorization (NMF)
Quiz
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FAQS
What are the advantages of a long-term program over a Full Stack program?
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.
How can I solve any doubts or problems I have related to the course content?
What kind of career assistance does Jigsaw offer?
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SUCCESS STORIES & PLACEMENTS
"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 ..."
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