Machine Learning, Deep Learning & Neural Networks in Matlab

Learn deep learning from A to Z and create a neural network in MATLAB to recognize handwritten numbers (MNIST database)
4.17 (154 reviews)
Udemy
platform
English
language
Data Science
category
Machine Learning, Deep Learning & Neural Networks in Matlab
740
students
4 hours
content
Apr 2020
last update
$29.99
regular price

Why take this course?

🌟 Unlock the Secrets of AI with MATLAB: Master Machine Learning, Deep Learning & Neural Networks! 🚀

Welcome to Your Journey into AI with MATLAB! 🌍

AI has revolutionized our world, and it's not just a buzzword—it's the key to unlocking our future. From your smartphone to autonomous vehicles, AI technologies are shaping the way we live, work, and interact with the world around us. Now, it's your turn to dive into this exciting field!

Meet Your Instructors: 🎓 Eliott Wertheim, a seasoned Aerospace Engineer with projects under his belt in partnership with the European Space Agency, and Albert, a Mechanical Engineer specializing in advanced robotics, are your guides on this AI adventure. They're not just engineers—they're educators passionate about demystifying AI for enthusiastic learners like you!

Course Overview: 📚 This comprehensive course is designed to take you from the basics of neural networks to the complexities of deep learning, all within the powerful framework of MATLAB. You'll learn how these systems work by mimicking the brain's neurons, understand the mathematics behind them, and apply this knowledge through hands-on projects.

What You'll Learn: 🛠️

  • Neural Network Basics: Discover how neural networks are inspired by biological brains and how they can solve complex problems.
  • Mathematical Foundations: Master the math and algorithms that power deep learning, making you an expert in this field.
  • MATLAB Proficiency: Learn to build and compute neural networks using MATLAB's robust capabilities for matrix operations.
  • Deep Learning Techniques: Train and test your neural networks on data sets, optimizing them for peak performance.
  • Hands-On Project with MNIST: Work with the famous MNIST dataset of handwritten numbers to create a neural network that can recognize and classify them with high accuracy.

Course Highlights:

  • Understand how to represent and annotate neural networks for clarity and performance.
  • Learn to use Leaky ReLU and Sigmoid activation functions in your network architecture.
  • Aim to surpass the course's benchmark 95% success rate on the MNIST dataset.
  • Get step-by-step guidance on importing MNIST data into MATLAB and designing a complete neural network from scratch.

Your Learning Experience: 📈 This course is meticulously crafted for beginners, intermediate learners, and experts alike. Whether you're a student, engineer, entrepreneur, or simply an AI enthusiast, this course will equip you with the skills to create neural networks that can learn from data and make decisions based on that learning.

Support Along the Way: 🤝 You won't be learning in isolation! If you have questions as you progress through the course material, our instructors are here to provide personalized answers within 24 hours. We're committed to your success and growth.

Join Us Today! 🎯 Embark on a transformative learning journey that will open doors in data science, machine learning, robotics, automotive engineering, computer vision, and beyond. By the end of this course, you'll be able to create intelligent systems within machines, making AI accessible and actionable for you.

Ready to take the next step in your AI journey with MATLAB? Enroll now and become an AI creator! 🤓🚀

Course Gallery

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2894606
udemy ID
21/03/2020
course created date
04/04/2020
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