Complete AI: Understand AI, ML, DL, GenAI, LLM, NLP (2025)

Complete AI: Understand AI, ML, DL, GenAI, LLM, NLP (2025) | Udemy [Update 01/2025]
English | Size: 7.01 GB
Genre: eLearning

Complete AI Guide: Machine Learning, Deep Learning, Generative AI for All Skill Levels

What you’ll learn
Understand the fundamentals of Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL).
Master Supervised Learning techniques, including key algorithms and their applications.
Build and train Artificial Neural Networks (ANNs) and Convolutional Neural Networks (CNNs) for real-world problems.
Explore Generative AI concepts like GANs (Generative Adversarial Networks), Transformers, and Large Language Models (LLMs).
Learn the basics of Natural Language Processing (NLP), including Natural Language Understanding (NLU) and Natural Language Generation (NLG).
Gain hands-on experience with Python-based libraries like Scikit-learn, TensorFlow, PyTorch, and more.
Develop AI-powered applications such as chatbots, image classifiers, and text generators.
Understand how AI and ML technologies are transforming industries and prepare to build a career in this exciting field.
Understand the differences between traditional Machine Learning and modern Deep Learning approaches, and when to use each.
Gain practical experience by working on AI projects, from building recommendation systems to generating realistic images and text.

Are you ready to explore the limitless possibilities of Artificial Intelligence? In this course, Complete Artificial Intelligence: From Basics to Generative AI, we’ve designed a comprehensive journey to help you master the exciting world of AI and Machine Learning. Whether you’re a beginner curious about AI or someone looking to enhance your skills, this course provides a clear and structured pathway for success.

We start by covering the fundamentals of Artificial Intelligence, breaking down the concepts into simple, easy-to-follow lessons. You’ll learn the basics of Machine Learning, including Supervised and Reinforcement Learning, and how these approaches are applied to solve real-world problems. As you progress, we move to Deep Learning, focusing on building Artificial Neural Networks (ANNs) and Convolutional Neural Networks (CNNs) to tackle complex tasks like image and speech recognition.

But that’s not all—we also take a deep dive into the rapidly growing field of Generative AI. From understanding how Generative Adversarial Networks (GANs) work to exploring cutting-edge technologies like Transformers and Large Language Models (LLMs), you’ll gain insights into how AI creates everything from realistic images to human-like text. Plus, we cover Natural Language Processing (NLP), explaining how AI understands and generates human language.

Whether you’re here to start a new career, enhance your knowledge, or simply explore AI, this course is your gateway to the future of technology. Enroll now and take the first step toward mastering the art and science of AI!

Who this course is for:
Beginners
Intermediates
Everyone

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