AI & ML Development Course || Surat IT Institute

Course Details

Python Development
5.0 Reviews

AI & ML Development Course

By Sahaj Godhani
30/Jun/2025
1 Students

Course Description

Course Description

Introduction to Artificial Intelligence & Machine Learning
Basics of Programming with Python
Understanding AI vs ML vs Deep Learning
Data Structures and Algorithms in Python
Mathematics for AI – Linear Algebra, Probability, and Statistics
Data Collection, Cleaning, and Preprocessing Techniques
Exploratory Data Analysis with Pandas and NumPy
Data Visualization using Matplotlib and Seaborn
Supervised & Unsupervised Machine Learning Models
Model Evaluation, Validation, and Optimization
Feature Engineering and Dimensionality Reduction
Deep Learning with TensorFlow and Keras
Building and Training Neural Networks
Natural Language Processing (NLP) with NLTK and spaCy
Computer Vision with OpenCV and Convolutional Neural Networks
Time Series Forecasting and Anomaly Detection
Chatbots and Voice Assistants Development
Machine Learning Deployment with Flask
Version Control using Git and GitHub
Capstone Projects and Portfolio Building

TIME DURATION:

24 Months

Course Curriculum

Sahaj Godhani

AI Full Stack Engineer and Team Leader

Hi, I’m Sahaj Godhani, your instructor. I’m an AI Full Stack Engineer with 8+ years of experience in building web apps and leading dev teams. I specialize in React, Node.js, Python, and AI. I’m excited to help you learn practical skills and grow as a developer!