Python Mastery with Generative AI: Coding to AI Integration

Name: Python Mastery with Generative AI: Coding to AI Integration
Rating: 3.7 (122 reviews)

Learn Python, AI Applications, Data Analysis & Code Optimization

Created bySkool of AI

Last updated 5/2024

English

What you'll learn

Master Python syntax and basic programming constructs.
Utilize AI tools like ChatGPT and GitHub Copilot for code enhancement.
Optimize and refactor Python code using AI technologies.
Implement advanced error debugging and code review techniques.
Develop skills in asynchronous programming and threading.
Apply design patterns and best coding practices in Python.
Enhance data manipulation skills using Pandas and visualization libraries.
Explore object-oriented programming and dynamic attributes.
Build AI-driven Python applications for real-world scenarios.
Gain proficiency in deep learning and NLP with Python frameworks.

Course content

13 sections • 40 lectures • 3h 59m total length

Introduction4:08
Master Python fundamentals and AI integration through hands-on projects, AI-driven guidance, and real life case studies that accelerate software development, data analysis, and machine learning.
What you Should know before Starting Python?4:02
Learn essential milestones before starting Python, including its applications, core programming concepts, Python 2 vs 3, environment setup, package management, virtual environments, the Python community, and practice resources.
Understanding of Python and installations7:35
Basics of Python8:44
How is AI beneficial in programming?5:18
Generative AI (Chatgpt, Bard, Copilot, Git&Github copilot)7:36

Lambda Functions and Functional Programming Techniques8:36
Threading, Multiprocessing, and Asynchronous Programming8:08
Advanced Error and Exception Handling Techniques7:06
Explore how Python uses exception handling with try/except to manage errors and invalid input, prevent crashes, and support input validation, debugging, and custom exceptions.
Python Memory Management and Optimization5:07

Implementing Design Patterns in Python5:05
Explore design patterns in python, including creational patterns, and pyramid, diamond, number, and alphabetic patterns; learn to implement, customize, and visualize these patterns with code and problem solving concepts.
Writing Pythonic Code: Best Practices and Conventions using ChatGPT3:28
Unit Testing and Test-Driven Development (TDD) in Python with Gemini3:44

Data Science and Machine Learning7:25
Explore data science and machine learning with a linear regression example, synthetic data, train-test split, model training and plotting, and using generative AI to generate code.
Network Programming4:45
Advanced Web Development9:24
Advance web development with Python by building a Flask site, integrating AI, ML, data analysis and visualization, and using frameworks like Django and Next.js with templates and dynamic routes.

Requirements

Basic understanding of programming concepts.
Access to a computer with internet connectivity.
Installation of Python and relevant development tools.
Eagerness to learn about AI's role in programming.
No prior experience required; just a passion for technology!
Access to a computer and internet for software installation.

Description

Dive into the world of programming with our comprehensive course "Python Mastery with Generative AI: Coding to AI Integration". This course is meticulously designed for both beginners and experienced developers who aspire to master Python while integrating cutting-edge Generative AI technologies. Starting with the basics of Python programming, you'll quickly progress to understanding how AI tools like ChatGPT, Bard, and GitHub Copilot can elevate your coding skills.

Explore advanced programming topics such as lambda functions, multiprocessing, and asynchronous programming tailored with the aid of AI. Delve into data manipulation using Pandas, create visually appealing data visualizations, and optimize data performance. Learn the principles of object-oriented programming enhanced by AI insights, and harness Python's vast library ecosystem for tasks ranging from web development to machine learning.

The course also prepares you for real-world applications by teaching you how to implement AI in data analysis and business intelligence, culminating in building a practical To-Do List app. By joining, you'll gain access to a plethora of resources for continuing education, participate in Python open source projects, and stay updated with the latest trends and best practices in Python programming. Prepare to transform your coding skills and embrace the future of Python and AI with us!

Who this course is for:

Aspiring Developers: Beginners who want to start a career in programming with Python.
Experienced Programmers: Those looking to enhance their skills with AI integrations.
Data Analysts: Professionals aiming to leverage Python for data manipulation and visualization.
Tech Enthusiasts: Individuals curious about the intersection of AI and software development.
Project Managers: Managers seeking to understand the technical aspects of Python projects.
Students: College or university students studying computer science or related fields.

Python Mastery with Generative AI: Coding to AI Integration

What you'll learn

Explore related topics

Course content

Basic Python Programming Concepts and Generative AI6 lectures • 37min

Leveraging Generative AI for Enhancing Python Skills4 lectures • 24min

Efficient Development Environment Setup3 lectures • 17min

Intermediate to Advanced Syntax and Concepts (Using chatGPT-4 and Gemini)4 lectures • 29min

Design Patterns and Best Practices3 lectures • 12min

Data Manipulation and Analysis Generative AI3 lectures • 22min

Advanced Object-Oriented Programming in Python3 lectures • 14min

Utilizing Python Libraries and Frameworks for Specialized Tasks3 lectures • 22min

AI and Deep Learning with Python2 lectures • 11min

10 Project1 lecture • 16min

Requirements

Description

Who this course is for: