Artificial intelligence (AI) is everywhere these days, from recommendation systems to self-driving cars, and there is no better time to dig into this fascinating field. If you want to dive into the world of AI and machine learning, YouTube has many great resources to help you get started.
In this article, we will present the best video courses on YouTube, all available for free, to help you learn AI with Python. Additionally, we’d like to recommend the Python AI Chatbot Academy from Zenva Academy for a beginner-friendly AI curriculum.
Table of contents
What is AI?
Artificial Intelligence (AI) refers to the simulation of human intelligence in machines, enabling them to perform tasks that typically require human intelligence. AI-powered machines can learn from experience, understand complex problems, recognize patterns, and make decisions. There are various subfields of AI, including Machine Learning, Deep Learning, and Natural Language Processing.
How Does AI Work?
AI systems learn from data and experience through a process called training. They use algorithms and statistical models to find patterns and make predictions or decisions based on that input. In Machine Learning, for example, an algorithm is trained on a dataset, adjusting its parameters until a desirable output is achieved. Neural networks in Deep Learning mimic the human brain’s structure, enabling AI systems to analyze large amounts of data and perform complex tasks.
How Can AI Be Used?
AI has numerous applications across various industries, such as:
- Healthcare: Diagnosing diseases, drug discovery, and personalized medicine
- Finance: Fraud detection, risk management, and algorithmic trading
- Automotive: Self-driving vehicles and smart traffic management
- Education: Personalized learning, grading systems, and language translation
- Customer Service: AI-powered chatbots and virtual assistants
How AI is Changing Everything
AI has the potential to revolutionize the way we live and work, automating manual tasks and enhancing human capabilities. As a result, it’s improving efficiency, productivity, and decision-making across numerous industries. AI also has a role in addressing global challenges, such as climate change, public health, and humanitarian crises, demonstrating its transformative potential.
Why You Should Learn AI
With its growing impact on various sectors, learning AI can provide you with a competitive edge and exciting career opportunities. AI skills are in high demand across various industries, and mastering them can lead to lucrative and fulfilling career paths. Additionally, learning AI provides you with valuable problem-solving and critical thinking skills that can be applied to a wide range of industries.
Below is a curated list of the best AI video courses available on YouTube, free to learn, from Zenva and other sources. These courses cover a wide range of AI topics and implementations, perfect for beginners and experienced learners looking to expand their knowledge.
Python AI Chatbot Academy
Python AI Chatbot Academy is a course offered by ZenVA Academy that guides you through building AI chatbots for various purposes using Python. Starting with the basics and progressing towards more advanced concepts, this course is perfect for students looking to create their own AI-powered chatbots. You’ll learn about:
- Essential chatbot components and functionalities
- Conversational AI and Natural Language Processing
- Training chatbots with different datasets and techniques
Python Programming Mini Degree
The Python Programming Mini Degree, provided by Zenva Academy, is a comprehensive course that covers everything you need to know about Python programming. This course is perfect for beginners looking to learn Python, as well as for experienced programmers looking to refine their skills. Some key topics covered include:
- Using classes in Python for creating reusable code
- Tackling complex problems with data structures and algorithms
- Applying Python programming skills to AI and Machine Learning projects
Tensorflow Machine Learning with Python
Edureka’s Tensorflow Machine Learning with Python video training series focuses on using Tensorflow, a popular machine learning framework. The series guides you through building and training neural networks, implementing convolutional neural networks, and using TensorBoard for visualization. This tutorial is suitable for those looking to master Tensorflow and apply its principles to AI projects, covering:
- Neural network creation and training
- Convolutional Neural Networks (CNNs) for image recognition
- Visualization and analysis of model performance with TensorBoard
Python Machine Learning Tutorial: Predicting Music Preferences
This engaging Python Machine Learning Tutorial: Predicting Music Preferences teaches you how to use Python and machine learning techniques to predict the type of music people like. Suitable for beginners, this tutorial provides a practical introduction to machine learning by:
- Explaining fundamental machine learning concepts
- Demonstrating data preprocessing, feature engineering, and model training
- Applying machine learning algorithms for real-world predictions
Creating an AI Chatbot with Neural Networks and Natural Language Processing
This video tutorial, Creating an AI Chatbot with Neural Networks and Natural Language Processing, shows you how to build an intelligent AI chatbot using neural networks and natural language processing in Python. Perfect for those interested in creating conversational AI systems from scratch, this tutorial covers:
- Designing and training a neural network for natural language understanding
- Implementing natural language processing techniques in chatbot development
- Creating a chatbot capable of understanding and responding to human input
Building an AI Assistant Desktop Application
Learn how to create a desktop application for an AI assistant using OpenAI API and PyQt6 in Python with Building an AI Assistant Desktop Application. This project can be adapted to create your very own personal chatbot. In this tutorial, you’ll discover:
- Setting up OpenAI API for AI-powered functionalities
- Creating a user-friendly desktop application with PyQt6
- Developing a personalized AI assistant with a wide range of capabilities
Introduction to NEAT-Python Framework
Introduction to NEAT-Python Framework is a video tutorial that provides a great starting point for those exploring genetic algorithms and neural networks. The NEAT-Python framework offers a handy tool for creating simple AI systems. In this tutorial, you’ll learn to:
- Set up and configure the NEAT-Python framework
- Understand the basics of genetic algorithms and their application in AI
- Create simple AI systems capable of learning and adaptation
Artificial Intelligence with Python
Get a comprehensive and detailed understanding of AI concepts and applications in the Artificial Intelligence with Python tutorial. This tutorial is a perfect starting point for those looking to dive deeper into AI theory and implementation with Python programming. Topics covered include:
- Fundamental concepts of AI and machine learning
- Hands-on Python programming for AI projects
- Practical examples of AI implementations and use-cases
Creating an AI Assistant named Jarvis
This Udemy course, Creating an AI Assistant named Jarvis, teaches you how to create an AI assistant named Jarvis using Python. Designed for beginners, this course tackles:
- Speech recognition and synthesis for voice-enabled AI systems
- Web scraping for information retrieval and processing
- Natural Language Processing for understanding and responding to user input
Building an AI Content Generator
Learn how to create an AI content generator using Python, Flask, and OpenAI’s GPT-3 in the Building an AI Content Generator tutorial. This tutorial focuses on creating video stamps that can be used to jump ahead in the video and covers:
- Fundamentals of GPT-3 and its applications in content generation
- Developing a Flask web application for user interaction
- Integration of GPT-3 with Python for generating relevant content on-the-fly
Getting Started with OpenAI Chat GPT API in Python
This beginner-friendly tutorial, Getting Started with OpenAI Chat GPT API in Python, introduces you to the OpenAI Chat GPT API in Python. The tutorial covers everything you need to know to start using the API for chatbot development, including:
- Setting up and configuring the OpenAI Chat GPT API
- Understanding the capabilities and limitations of GPT-powered chatbots
- Developing chatbots with a wide range of conversational abilities
Conclusion
With the wealth of free AI resources available on YouTube, learning artificial intelligence has never been more accessible. The video courses listed in this article provide an excellent starting point for learners of all levels. Additionally, we recommend checking out the Python AI Chatbot Academy from Zenva Academy for a comprehensive and beginner-friendly AI curriculum.
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