AI & ML Made Easy : A Comprehensive Guide (2024)

سرفصل های دوره

From Understanding Intelligence to Deep Learning: Unravel AI & ML in Real-World Applications for a Future-Proof Career

1. Unfolding the AI Universe

1. Kickstart Your Journey Introduction to the Course

2. Unlock the Mystery Understanding Intelligence

3. AI Simplified Defining Artificial Intelligence

4. Travel Through Time The Evolution of AI

5. AI and Beyond Exploring the Philosophy

6. Behind the Scenes The Science of AI

7. Why AI Decoding its Current Popularity

8. Dive Deeper Exploring Different Areas of AI

2. Understanding and Applying Machine Learning

1. Demystifying the Process How Machines Learn

2. AI Revolution Creating a Paradigm Shift

3. Machine Learning in Action Real-World Examples

4. Everyday AI Common Applications of Machine Learning

3. Machine Learning Mastery From Basics to Advanced Concepts

1. Machine Learning Uncovered An Overview

2. The Backbone Fundamental Theory Behind Machine Learning

3. Deciphering the Jargon Machine Learning Terminology

4. The Machine Learning Blueprint Understanding the Process

5. Diverse Paths Exploring Machine Learning Approaches

6. Role of Statistics & Computer Science in Machine Learning

4. Deep Dive into Supervised, Unsupervised, and Reinforcement Learning

1. Guided Learning An Introduction to Supervised Learning

2. Unveiling the Mechanism How Supervised Machine Learning Works

3. Supervised Learning in Action A Practical Example

4. Autonomous Learning Unsupervised Machine Learning Overview

5. The Underlying Mechanism How Unsupervised Machine Learning Works

6. Spotlight on Unsupervised Learning A Practical Example

7. Learning by Doing An Insight into Reinforcement Learning

8. Crunching Numbers Exploring Statistical Algorithms

5. Navigating the Business and Economic Aspects of AI and Machine Learning

1. From App to Solution Transforming Problem Solving

6. Navigating the AI Landscape From Concepts to Practical Implementation

1. The Standard General Machine Learning Process

2. The Human Element Understanding Bias in Machine Learning

3. The AI Artisans Who Implements AI

4. Exploring Languages for Implementing Machine Learning

7. Deep Learning, Natural Language Processing, and Computer Vision

1. Diving Deep An Introduction to Deep Learning

2. Understanding Natural Language Processing (NLP)

3. Creating Realities Generative AI & Overview

8. Stages, Types, and Ethical Considerations

1. The AI Spectrum Exploring Types of AI

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تولید کننده: Udemy