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CERTIFICATE IN AI & MACHINE LEARNING(M-A&ML-2155)

Last updated Feb, 2026
Certified Course

Course Includes

Duration6 Months
Enrolled0
Lectures8
Videos0
Notes0
CertificateYes

What you'll learn

CLASS: 10/12/ BASIC COMPUTER KNOWLEDGE

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Course Syllabus

MONTH 1: PYTHON PROGRAMMING BASICS

PYTHON INTRODUCTION
VARIABLES, DATA TYPES
LOOP, CONDITION, FUNCTION
BASIC PROGRAMS

MONTH 2: DATA SCIENCE WITH PYTHON

NUMPY BASICS
PANDAS (DATA HANDLING)
DATA CLEANING
DATA VISUALIZATION (MATPLOTLIB)

MONTH 3: MATHEMATICS FOR AI & ML

BASIC STATISTICS
MEAN, MEDIAN, MODE
PROBABILITY
GRAPH UNDERSTANDING

MONTH 4: ARTIFICIAL INTELLIGENCE (AI) FUNDAMENTALS

WHAT IS AI?
TYPES OF AI
AI APPLICATIONS
AI VS ML VS DL

MONTH 5: MACHINE LEARNING ALGORITHMS

SUPERVISED & UNSUPERVISED LEARNING
LINEAR REGRESSION
LOGISTIC REGRESSION
DECISION TREE
KNN
MODEL TRAINING, TESTING & ACCURACY

MONTH 6: PROJECTS & GENERATIVE AI TOOLS

MINI PROJECTS (PREDICTION / CLASSIFICATION)
AI CHATBOT BASICS
AI TOOLS (CHATGPT, IMAGE AI)
FINAL PROJECT & VIVA

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