Python Programming for AI & Data Science

Course overview:

This program is very comprehensive and combines Python programming, Generative AI, Agentic AI, AI Model Development, Robotics, and AI Governance into a single career-ready pathway. The program includes ample labs, quizzes, group discussions/exercises, project work, and internal/external internship opportunities. The program includes PCAP (Python Institute), Microsoft Azure AI Fundamentals, AWS Certified Machine Learning – Specialty, and AI Governance Professional (AIGP) certification preparation, and leads to the Certified AI Expert Professional (CAEP) credential.

Course Content

Module 1: Python Fundamentals I

Installing Python and setting up the development environment

Variables and data types

Operators and expressions

Input/output operations

Module 2: Python Fundamentals II

Conditional statements (if/elif/else)

Loops (for, while)

Writing and using functions

Modules and packages

Module 3: Object-Oriented Programming

Classes and objects

Inheritance and polymorphism

Encapsulation

Mini OOP project

Module 4: Data Structures & Algorithms I

Lists and tuples

Dictionaries and sets

List and dictionary comprehensions

Module 5: Data Structures & Algorithms II

Searching algorithms

Sorting algorithms

Time/space complexity basics

Module 6: Data Analysis with NumPy

NumPy arrays and operations

Indexing, slicing, and broadcasting

Statistical operations

Module 7: Data Analysis with Pandas

Series and DataFrames

Data cleaning and transformation

Grouping, merging, and pivoting data

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Module 8: Data Visualization

Matplotlib and Seaborn fundamentals

Building charts, histograms, and dashboards

Storytelling with data

Module 9: APIs and Automation

REST API concepts

JSON handling

Web scraping basics

Process automation with Python

Module 10: Python for AI Development

Overview of AI libraries

OpenAI API integration

Hugging Face fundamentals

LangChain basics and capstone work

Assessments and Projects:

Weekly quizzes and coding assignments

Lab: Data Analytics Dashboard

Lab: Business Automation Tool

Final Project: AI Chatbot built with Python, OpenAI APIs, and LangChain

Staffing Support

Resume Preparation
Mock Interview Preparation
Phone Interview Preparation
Face to Face Interview Preparation
Project/Technology Preparation
Internship with internal project work
Externship with client project work

Our Salient Features:

Hands-on Labs and Homework
Group discussion and Case Study
Course Project work
Regular Quiz / Exam
Regular support beyond the classroom
Students can re-take the class at no cost
Dedicated conf. rooms for group project work
Live streaming for the remote students
Video recording capability to catch up the missed class