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
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Installing Python and setting up the development environment
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Variables and data types
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Operators and expressions
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Input/output operations
Module 2: Python Fundamentals II
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Conditional statements (if/elif/else)
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Loops (for, while)
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Writing and using functions
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Modules and packages
Module 3: Object-Oriented Programming
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Classes and objects
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Inheritance and polymorphism
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Encapsulation
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Mini OOP project
Module 4: Data Structures & Algorithms I
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Lists and tuples
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Dictionaries and sets
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List and dictionary comprehensions
Module 5: Data Structures & Algorithms II
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Searching algorithms
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Sorting algorithms
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Time/space complexity basics
Module 6: Data Analysis with NumPy
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NumPy arrays and operations
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Indexing, slicing, and broadcasting
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Statistical operations
Module 7: Data Analysis with Pandas
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Series and DataFrames
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Data cleaning and transformation
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Grouping, merging, and pivoting data
Module 8: Data Visualization
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Matplotlib and Seaborn fundamentals
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Building charts, histograms, and dashboards
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Storytelling with data
Module 9: APIs and Automation
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REST API concepts
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JSON handling
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Web scraping basics
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Process automation with Python
Module 10: Python for AI Development
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Overview of AI libraries
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OpenAI API integration
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Hugging Face fundamentals
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LangChain basics and capstone work
Assessments and Projects:
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Weekly quizzes and coding assignments
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Lab: Data Analytics Dashboard
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Lab: Business Automation Tool
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Final Project: AI Chatbot built with Python, OpenAI APIs, and LangChain
Staffing Support​
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Resume Preparation
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Mock Interview Preparation
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Phone Interview Preparation
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Face to Face Interview Preparation
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Project/Technology Preparation
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Internship with internal project work
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Externship with client project work
Our Salient Features:
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Hands-on Labs and Homework
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Group discussion and Case Study
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Course Project work
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Regular Quiz / Exam
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Regular support beyond the classroom
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Students can re-take the class at no cost
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Dedicated conf. rooms for group project work
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Live streaming for the remote students
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Video recording capability to catch up the missed class