PG in Artificial Intelligence

Syllabus

MODULE 0

Preparatory Session

Introduction to Python coding
Artificial Intelligence
Data Science
Machine Learning
Deep Learning
Natural Language Processing

MODULE 1

Python Programming

What is programming?
Compiler Interpreter
Source Code
Machine code
Python Basics
Data Structures in Python
Object Oriented Programming

MODULE 2

MySQL Database

Introduction to SQL
SQL Database
Data Definition Language
Data Manipulation Language
Mysql Functions and Joins
Mysql Subqueries
Mysql Stored Procedures and Triggers

MODULE 3

Probability , Linear Algebra
Random process& Statistics

Basics of Probability, Probability theory and its applications in AI
Descriptive and inferential statistics, Permutations , Combinations, Conditional probability, Random variables, distributions, Statistics, Estimation, independent events, Bayes' rule, probability density function, mean, median, mode, Standard deviation, correlation, correlation coefficient, Bias, Variance Testing of hypothesis, confidence interval, Chi-squared test, t-test.

MODULE 4

Data Science

Introduction To Data And Data Science
Data Modelling
Data Visualization (Charts, Graphs, Tables ) Using Data Science Libraries Numpy , Pandas , Matplotlib , Scipy, Tableau , Power Bi, Data Analytics

MODULE 5

Machine Learning

Introduction to Machine Learning
Supervised Learning
Unsupervised Learning
Reinforcement Learning

MODULE 6

OpenCV

Introduction to OpenCV, OpenCV features , Gray Scale / Blur Image / Edge Detect, Dilation & Eroding, Resize, Crop Image, Draw, Identify Shapers and Texts, joining images, identification, Detection, Recognition techniques in the image and video world.

MODULE 7

Deep Learning

Introduction to Neural Networks and Deep Learning
Neural Networks Architecture
DNN ANN CNN RNN
DL Libraries - Keras, Tensorflow, Perceptron

MODULE 8

NLP (Natural Language Processing)

How Chatbot works? Introduction to NLP, Tokenization, Stemming, Lemmatizing, chunking, Entity Recognition and Extraction, word Embedding, Text Mining and develop a Chabot NLTK Library

Tools Covered

Enroll Now in Our Cutting-edge PG Program in
Artificial Intelligence!

At our institution, you’ll learn from industry experts and top-notch academics, gaining hands-on experience with state-of-the-art tools and technologies. Whether you’re a tech enthusiast, an aspiring data scientist, or a business professional aiming to harness the power of AI, our tailored curriculum caters to all levels of expertise.

Enroll Now