Fundamentals of Artificial Neural Network with MATLAB

Learn artificial neural network from scratch
4.20 (79 reviews)
Udemy
platform
English
language
Engineering
category
Fundamentals of Artificial Neural Network with MATLAB
360
students
6.5 hours
content
Jun 2023
last update
$19.99
regular price

Why take this course?


Mastering the Art of Intelligence: Fundamentals of Artificial Neural Network with MATLAB

🚀 Headline: Unveil the Mysteries of AI with Dr. Jignesh Makwan's Comprehensive Course on Artificial Neural Networks from Scratch! 🧠🤖


Are you intrigued by the power and potential of Artificial Intelligence (AI)? Ever wonder how these intelligent systems learn and make decisions? If so, this is the journey for you! The Fundamentals of Artificial Neural Network with MATLAB course is your gateway to understanding the very foundation of AI through the lens of one of the most revolutionary technologies: Artificial Neural Networks (ANN).

🔍 Course Overview: In this course, led by Dr. Jignesh Makwanac, a seasoned instructor in AI and machine learning, you'll embark on an enlightening quest to uncover the secrets behind ANN. We'll explore the historical evolution of this technology from its conception in 1943 by Warren McCulloch and Walter Pitts to its current state as a cornerstone of modern AI.


Why Learn ANN?

  • Industry Demand: ANN is at the forefront of innovation, driving advancements across various sectors, from healthcare to finance.
  • Historical Significance: Discover how a single concept introduced over 70 years ago has transformed into a multitude of applications we see today.
  • Future Opportunities: As AI continues to grow, understanding ANN positions you at the forefront of this exciting field.

Course Highlights:

Foundational Knowledge: Understand the core concepts and workings of artificial neural networks without any prior experience.

Hands-On Learning with MATLAB: Gain practical skills by working with MATLAB, a versatile tool for designing and simulating ANN models.

Real-World Applications: Learn how ANN can be applied to solve real-world problems, giving you the edge in your AI endeavors.


What You Will Learn:

  • Basics of Neural Networks: Dive into the history and fundamental concepts behind neural networks.

  • ANN Architectures: Explore different types of ANN architectures and their applications.

  • MATLAB for ANN: Master MATLAB's tools and apps to develop, train, and test your own ANN models.

  • Model Deployment: Learn the steps to deploy your trained ANN model into real-world scenarios.


Course Structure:

  1. Introduction to Artificial Neural Networks:

    • Understanding the brain's structure and function.
    • Historical evolution of neural networks.
  2. ANN Fundamentals:

    • Types of Neurons, Network architectures (Feedforward, Recurrent), Perceptron basics.
    • Backpropagation and Gradient Descent.
  3. MATLAB Implementation:

    • Data Preprocessing, Visualization in MATLAB.
    • Designing your first ANN model with MATLAB.
    • Training your ANN with different learning algorithms.
  4. Practical Applications:

    • Case Studies on real-world applications of ANN.
    • Ethical considerations and best practices in deploying ANN models.

Who Is This Course For?

Whether you're a student, data scientist, machine learning enthusiast, or simply curious about the world of AI, this course is designed for anyone who wants to gain a solid understanding of ANN and apply it using MATLAB. No prior experience with neural networks or programming is required! 🚀


Embark on Your AI Journey Today!

Don't miss the opportunity to delve into the captivating world of Artificial Neural Networks. Enroll in the Fundamentals of Artificial Neural Network with MATLAB course and start your journey towards mastering AI with confidence. 🌟


Enroll Now and Transform Your Understanding of AI! 🤩✨

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4780862
udemy ID
14/07/2022
course created date
27/10/2022
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