moatasem75291/ai-programming-with-python-nanodegree

AI Programming with Python Nanodegree Journey

This repository contains my journey through the "AI Programming with Python Nanodegree Program." In this program, I will learn the foundations of AI and machine learning, gained proficiency in Python, NumPy, Pandas, Matplotlib, PyTorch, and linear algebra, and build the skills necessary to create neural networks.

Program Overview

The "AI Programming with Python Nanodegree Program" provided a comprehensive introduction to the world of artificial intelligence and machine learning. Throughout the program, will covered a wide range of topics and developed the following skills:

• Python: I honed my Python programming skills, becoming proficient in this versatile language, which is a fundamental tool in AI and data science.

• NumPy and Pandas: I learned how to efficiently manipulate and analyze data using NumPy and Pandas, essential libraries for data processing.

• Matplotlib: I mastered data visualization with Matplotlib, enabling me to create clear and informative graphs and charts.

• PyTorch: The program equipped me with the knowledge and skills to work with PyTorch, a popular deep learning framework.

• Linear Algebra: I gained a solid foundation in linear algebra, a crucial mathematical concept for understanding the inner workings of neural networks.

• Neural Networks: I learned how to design, train, and evaluate neural networks, and I built a strong understanding of the architecture and principles behind this technology.

Repository Contents

AI Programming Nanodegree Program

AI Programming Nanodegree Program Progress Report

Week 1 - Oct 16, 2023

Hey there! 👋 So, in the first week of the AI Programming Nanodegree, we got our feet wet with some key introductory lessons. We covered essentials like:

• Welcome to AI Programming with Python
• How to Get Help
• Navigating Your Account

Project Kick-off

We also started diving into the hands-on stuff by working on and submitting our first project. The task was to use a pre-trained image classifier to identify different dog breeds. Additionally, we had a welcome session where we got acquainted with the program structure, expectations, support systems, and the crucial projects we need to complete to graduate.

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Week 2 - Oct 23, 2023

Moving on to the second week! 🚀 We delved into the world of Python specifically tailored for AI programmers. The focus was on:

• Understanding why Python is crucial in this field
• Grasping various data types and operators

More on the Dog Breed Project

And of course, we continued with our project, refining our skills in utilizing a pre-trained image classifier for dog breed identification. The journey was intense, but hey, progress feels good!

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Week 3 - Oct 30, 2023

Now, for week three! 🌟 We dug deeper into Python for AI programmers, tackling:

• Data Structures
• Control Flow
• Functions

Project Wrap-up

In parallel with our lessons, we kept working on our dog breed identification project. The final touch was a walkthrough of the project, solidifying our understanding and skills.

That's a quick overview of the exciting three weeks we've had. More to come! 🚀

>>> print("🚀stay tuned for more.🚀")

Nanodegree Completion

>>> print("🚀stay tuned🚀")