Python Certification Program with AI

This program will focus on building foundational Python skills while introducing core AI concepts and applications. Each month covers different aspects of Python, gradually introducing AI topics like machine learning and data handling.

Program Overview:

• Duration: Upto 6 months.
• Mode: Instructor led live classes with assessments and hands-on projects.
• Prerequisites: None (suitable for beginners).
• Goal: To equip learners with foundational Python skills and introduce basic AI concepts, leading to a Python and AI certification.

Learning Outcomes:

By the end of this program, learners will:

• Understand Python basics, including syntax, data structures, and object-oriented programming.
• Learn how to work with data using Python libraries.
• Gain foundational knowledge of AI, machine learning, and their applications.
• Be able to write Python programs to solve problems and build simple AI models.

Program Structure:

Month 1: Introduction to Python & Programming Basics:

Month 2: Data Structures and Algorithms in Python

Month 3: Object-Oriented Programming (OOP):

Month 4: Introduction to Data Science with Python

Month 5: Introduction to AI and Machine Learning

Month 6: AI Applications and Final Project

• Instructor Led Live Learning: Access to pre-recorded video lessons, reading materials, and exercises.
• Hands-on Projects: Practical projects in every module, applying Python and AI skills.
• Regular Assessments: Weekly quizzes, assignments, and monthly projects.
• Capstone Project: A comprehensive AI-based project to apply everything learned.
• Certification: issued upon successful completion of the course and final project.

Tools & Technologies:

• Python Libraries: NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, TensorFlow/Keras.
• Tools: Jupyter Notebook, VS Code, Anaconda.
• Datasets: Public datasets (Kaggle, UCI Machine Learning Repository).

Support Resources:

• Discussion Forum: A place for students to ask questions and share ideas.
• Mentor Support: Optional mentor support for personalized guidance.

Certificate of Completion:

• Earn a certificate upon completing the course and final project

This program is designed to be beginner-friendly but also provide enough depth to give students a solid understanding of Python and AI. With hands-on projects and regular assessments, learners will have the opportunity to apply their skills in real-world scenarios.