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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
BigNxt (KSA)
Riyadh
Post Graduate Diploma (Computing)
Additional Practical Modules
Core
Specialization
Post Graduate Diploma in Management (EUCLEA)
MBA (EUCLEA)
Additional Modules
Healthcare Management
Event Management
International Business
IT Project Management
PG Diploma in Strategic Leadership & Responsible Management (EUCLEA)
ATHE
Extended Diploma in Computing
Year 1 Term 1
Year 1 Term 2
Year 1 Term 3
Year 2 Term 1
Year 2 Term 2
Year 2 Term 3
Extended Diploma in Business Administration
Year 1 Term 1
Year 1 Term 2
Year 1 Term 3
Year 2 Term 1
Year 2 Term 2
Year 2 Term 3
Level 3 Diploma in Information and Digital Technologies
Level 3 Diploma in Business
Jeddah
PG Diploma in Strategic Leadership & Responsible Management (EUCLEA)
BigNxt (EUCLEA)
Executive MBA (Online)
OTHM
MSc (Online)
Artificial Intelligence
Networking
Software Engineering
Application Development
Data Analytics
M. Phil
BigNxt (RRU)
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Course info
Machine Learning and Deep Learning
Machine Learning and Deep Learning
Teacher:
Dr Shailee .
Teacher:
thrinath Veesam
