Description
AI Programming in Python – Beginner to Expert is a course on how to build AI programs using Python, published by Udemy Online Academy. This course is a comprehensive and practical program that teaches people how to build AI programs using Python, moving from fundamental programming concepts to advanced AI techniques. Designed for beginners, aspiring AI engineers, software developers, data scientists, and machine learning enthusiasts, this course combines Python programming with modern AI development practices. Students will learn Python fundamentals, object-oriented programming, data manipulation, machine learning basics, deep learning concepts, natural language processing, computer vision, AI model integration, and use of popular AI libraries and frameworks.
Welcome to the AI Programming in Python – Beginner to Expert course, a definitive, practical blueprint designed to take you from absolute zero to deploying professional-level AI systems. This course completely flips the script. You’ll build 50 distinct, hands-on AI projects, writing every line of code yourself, and progressing linearly from basic Python syntax to building advanced neural networks and generative models. By the time you finish the course, you’ll not only understand how AI works – but you’ll have a massive, enterprise-level portfolio to prove it.
What you will learn in AI Programming in Python – Beginner to Expert:
- Confidently manipulate, clean, and analyze complex, messy datasets using NumPy and Pandas.
- Code classic machine learning algorithms like linear regression, KNN, SVM, and random forests from scratch.
- Architect deep learning models like CNNs, ResNet, and Inception for advanced image recognition.
- Implement RNNs, GRUs, and LSTMs for prediction of complex time series and sequential data.
- Build generative adversarial networks (GANs) and custom transformers from scratch in Python.
- Master natural language processing (NLP) using Word2Vec, GloVe, TF-IDF, and Hugging Face.
- Implement deep Q-Networks (DQNs) to train intelligent AI agents that dominate game environments.
- And…
Course specifications
Publisher: Udemy
Instructors: Robert Gioia
Language: English
Level: Introductory to Advanced
Number of Lessons: 703
Duration: 40 hours and 27 minutes
Course topics
AI Programming in Python – Beginner to Expert Prerequisites
A computer (Windows, Mac, or Linux) with an internet connection.
Absolutely zero prior coding or AI experience is required!
A willingness to learn—we start with basic Python syntax and progress step-by-step to advanced AI concepts.
Email is needed for creating a GitHub account, Streamlit account, etc… (all FREE to use)
Pictures
AI Programming in Python – Beginner to Expert introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: None
Quality: 1080p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
26.8 GB