HOT
blank

Artificial Intelligence & Machine Learning from scratch

Development

Rating4
Enroll Now

Artificial Intelligence & Machine Learning from scratch, available at $69.99, has an average rating of 4, with 26 lectures, 25 quizzes, based on 224 reviews, and has 2697 subscribers.

You will learn about Understand the concepts and BRANCHES of AI that you'll never find elsewhere! Understand Machine Learning algorithms STEP-BY-STEP Be able to implement Machine Learning algorithms in Python Understand and implement Artificial Neural Network & Deep Learning Understand and implement Regression, Classification, and Clustering algorithms Enhance your AI background with Fuzzy Logic and Evolutionary Computation (very USEFUL) Get a SOLID BACKGROUND in Artificial Intelligence and Machine Learning Practical exercises step-by-step: handwritten digits recognition, house price prediction, customer segmentation … This course is ideal for individuals who are You are an absolute beginner and you want to find a comprehensive course that covers all important aspects in AI or You already know about AI and now you want to review your knowledge or You just want to find some valuable information about AI for some references or You simply love AI, like many ones here! So why not join us to have more discussions? It is particularly useful for You are an absolute beginner and you want to find a comprehensive course that covers all important aspects in AI or You already know about AI and now you want to review your knowledge or You just want to find some valuable information about AI for some references or You simply love AI, like many ones here! So why not join us to have more discussions?.

Enroll now: Artificial Intelligence & Machine Learning from scratch

Summary

Title: Artificial Intelligence & Machine Learning from scratch

Price: $69.99

Average Rating: 4

Number of Lectures: 26

Number of Quizzes: 25

Number of Published Lectures: 26

Number of Published Quizzes: 24

Number of Curriculum Items: 61

Number of Published Curriculum Objects: 60

Original Price: €109.99

Quality Status: approved

Status: Live

What You Will Learn

  • Understand the concepts and BRANCHES of AI that you'll never find elsewhere!
  • Understand Machine Learning algorithms STEP-BY-STEP
  • Be able to implement Machine Learning algorithms in Python
  • Understand and implement Artificial Neural Network & Deep Learning
  • Understand and implement Regression, Classification, and Clustering algorithms
  • Enhance your AI background with Fuzzy Logic and Evolutionary Computation (very USEFUL)
  • Get a SOLID BACKGROUND in Artificial Intelligence and Machine Learning
  • Practical exercises step-by-step: handwritten digits recognition, house price prediction, customer segmentation …

Who Should Attend

  • You are an absolute beginner and you want to find a comprehensive course that covers all important aspects in AI
  • You already know about AI and now you want to review your knowledge
  • You just want to find some valuable information about AI for some references
  • You simply love AI, like many ones here! So why not join us to have more discussions?

Target Audiences

  • You are an absolute beginner and you want to find a comprehensive course that covers all important aspects in AI
  • You already know about AI and now you want to review your knowledge
  • You just want to find some valuable information about AI for some references
  • You simply love AI, like many ones here! So why not join us to have more discussions?

There are many AI & Machine Learning courses out there BUT most of them teach you how to develop AI applications in just three lines of code!You will NEVER want that if your objective is to get a solid background in AI from scratch.

Therefore, this course by Long Nguyen (PhD. AI, France) is aimed at providing you comprehensive fundamentals in AI, from zero to hero! After completing this course, you will understand and be able to implement the most important methodologies in AIsuch as MACHINE LEARNING, Deep Learning, Fuzzy Logic, and Evolutionary Computation.

Concretely, I will walk you step-by-step through the most fundamental AI algorithms and guide you in many coding assignmentsthat focus on real-world problems such as: handwritten digits recognition, customer segmentation, house price prediction, customer churn prediction …

As having been working very hard and seriously for this project, I really look forward to seeing you in the lectures!

Course Curriculum

Chapter 1: Introduction to Artificial Intelligence

Lecture 1: Understanding Artificial Intelligence

Lecture 2: Branches of AI

Chapter 2: Introduction to Machine Learning

Lecture 1: What is Machine Learning?

Lecture 2: Types of Machine Learning

Chapter 3: Preparation

Lecture 1: Setup Jupyter Notebook for Python assignments

Chapter 4: Linear Regression

Lecture 1: Linear Regression (part 1)

Lecture 2: Linear Regression (part 2)

Lecture 3: Linear Regression (part 3)

Chapter 5: Logistic Regression

Lecture 1: Logistic Regression (part 1)

Lecture 2: Logistic Regression (part 2)

Lecture 3: Logistic Regression (part 3)

Chapter 6: Artificial Neural Network & Deep Learning

Lecture 1: Artificial Neural Network (part 1)

Lecture 2: Artificial Neural Network (part 2)

Lecture 3: Artificial Neural Network (part 3)

Lecture 4: Artificial Neural Network (part 4)

Chapter 7: Clustering Analysis

Lecture 1: Clustering Analysis (part 1)

Lecture 2: Clustering Analysis (part 2)

Chapter 8: Fuzzy Logic

Lecture 1: What is Fuzzy Logic?

Lecture 2: Fuzzy Control System (part 1)

Lecture 3: Fuzzy Control System (part 2)

Lecture 4: Fuzzy Control System (part 3)

Chapter 9: Evolutionary Computation

Lecture 1: What is Evolutionary Computation?

Lecture 2: Genetic Algorithm (part 1)

Lecture 3: Genetic Algorithm (part 2)

Lecture 4: Genetic Algorithm (part 3)

Chapter 10: Thank you

Lecture 1: Thank you!

Instructors

Rating Distribution

  • 1 stars: 1 votes
  • 2 stars: 10 votes
  • 3 stars: 27 votes
  • 4 stars: 83 votes
  • 5 stars: 103 votes

Frequently Asked Questions


How long do I have access to the course materials?


You can view and review the lecture materials indefinitely, like an on-demand channel.


Can I take my courses with me wherever I go?


Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!

You may also like

Top 10 Ethical AI Courses to Learn in November 2024

Top 10 Game Development Courses to Learn in November 2024

Top 10 Software Testing Courses to Learn in November 2024