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Machine Learning and Deep Learning
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Syllabus
Syllabus
LO1 | Advance Data Processing and Analysis
Deck | Introduction to Data Mining and Machine Learning
Deck | Introduction to Scikit Learn
Deck | IBM HR Case
Pre-requisites
Assignment 1 | IMB HR Case Study
LO2 | Data Modeling & Transformation
Deck | Design and execute effective data
Deck | Car Price Prediction
Deck | KNearestNeighbor
Assignment 2 | LR Zomato Case Study
LO3 | AI Model Design and Architecture
Deck | Evaluate and optimize machine learning models
Deck | Spam Detection
Deck | Airline Passenger Satisfaction
Assignment 3 | Car Price Prediction
LO4 | AI Model Optimization and Reliability
Deck | Ethical Principles in AI
Deck | Numpy
Mini Project | Machine Learning and Deep Learning
Pre-requisites
Live sessions
Live session recording - 1st August 2025
Live session recording - 8th August 2025
Live session recording - 15th August 2025
Live session recording - 22nd August 2025
Live session recording - 29th August 2025
Live session recording - 30th August 2025
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All categories
General Programs
BIG Academy (KSA)
Post Graduate Diploma (Computing)
Additional Practical Modules
Core
TVTC
Specialization
Post Graduate Diploma (Management)
Core
TVTC
EUCLEA Pathway Progression
PGDSLRM
Diploma in Computing
TVTC
ATHE
Diploma in Business Administration
TVTC
ATHE
Foundation
BIG Academy (EUCLEA)
Executive MBA (Online)
MSc (Online)
Artificial Intelligence
Networking
Software Engineering
Application Development
Data Analytics
M. Phil
BIG Academy (RRU)
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Machine Learning and Deep Learning
Machine Learning and Deep Learning
Teacher:
Dr Shailee .
Teacher:
thrinath Veesam
