Artificial Intelligence - CNN, GAN, MLP, MidJourney, Generative Adversarial Networks, Labeling

Artificial Intelligence Essentials - MLP, CNN, GAN
Register for the course here
http://iGan.ai
Generative Adversarial Networks, Convolutional Neural Networks, Image Creation, Labeling, and Multi-Layer Perceptrons

What is primarily taught in your course
Generative Adversarial Networks (GAN)
Convolutional Neural Networks (CNN)
Image Processing
Multi-Layer Perceptrons

Register for the course here
http://iGan.ai

Hello students,
Welcome to our comprehensive Artificial Intelligence (AI) course! I'm thrilled to guide you through this fascinating journey where we'll delve into the world of AI, uncover its principles, and learn to implement its powerful techniques.
Course Overview - Introduction to AI:
We kick off the course with an introduction to AI, explaining its fundamental concepts and the distinction between symbolic AI and machine learning. You'll learn about the different types of AI, including narrow and general AI, and how AI is transforming industries today.
Mastering Neural Networks:
We'll dive deep into neural networks, starting with Multi-Layer Perceptrons (MLP). You'll learn to build and train MLP models using TensorFlow and Keras, and visualize their internal workings. The course includes a step-by-step guide to classifying the Iris dataset, providing you with hands-on experience.
Understanding AI Neurons:
In this lesson, we explore the functioning of AI neurons, focusing on inputs, weights, and activation functions. You'll gain a clear understanding of how neurons process information and contribute to the overall performance of neural networks.
Convolutional Neural Networks (CNNs):
CNNs are a cornerstone of AI, especially in image processing. Through engaging 3D animations and detailed explanations, you'll learn how CNNs perform convolutions, pooling, and feature extraction. We'll also cover practical applications of CNNs in image classification tasks.
Generative Adversarial Networks (GANs):
We delve into GANs, an exciting area of AI that focuses on generating new data. You'll learn how GANs work, their components (generator and discriminator), and how they train through adversarial processes. This module includes hands-on coding exercises to generate images similar to those in the CIFAR-10 dataset.
Python Programming for AI:
Python is an essential tool for any AI practitioner. Our course includes tutorials on drawing shapes, creating animations, and building complex visualizations using Python. You'll learn to implement AI algorithms and create dynamic visual content, enhancing your programming skills.
Advanced AI Tools:
Explore state-of-the-art tools like ChatGPT and Midjourney. You'll learn to create innovative AI solutions, from writing text to generating images, using these powerful generative AI tools.
Building AI Hardware:
For those interested in the hardware side, we have a module dedicated to assembling an AI server with multiple GPUs. You'll get step-by-step instructions on setting up your own high-performance AI hardware, ideal for intensive computational tasks.
Practical Applications and Projects:
Throughout the course, you'll engage in various projects and practical applications, reinforcing your learning and giving you the opportunity to apply AI techniques to real-world problems.
Course Objectives
By the end of this course, you will:
1. Understand AI Principles: Gain a solid understanding of AI, its various models, and real-world applications.
2. Develop Python Skills: Acquire or enhance your Python programming skills, crucial for implementing AI algorithms.
3. Use Generative AI Tools: Get hands-on experience with cutting-edge generative AI tools and learn to create innovative AI solutions.
4. Our course offers 3D visual representations of how AI works under the hood, using minimal structures that mirror AI functionalities and results. This method is tailored for enthusiasts of animation and geometry, making intricate AI concepts both accessible and engaging.
Getting Started
Let's embark on this exciting journey together! Prepare to be amazed by the capabilities of AI and inspired by the endless possibilities it offers. Dive into the first lesson and start exploring the transformative world of Artificial Intelligence.

Happy learning!
Register for the course here
http://iGan.ai

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Видео Artificial Intelligence - CNN, GAN, MLP, MidJourney, Generative Adversarial Networks, Labeling канала Dorin Ionescu (BrianAI.com)