100% off
This comprehensive course is designed to guide you through the intricate world of deep learning, providing you with both the theoretical foundations and practical skills needed to excel in this cutting-edge field.
The journey begins with an Introduction to Deep Learning, where you will learn the key differences between machine learning and deep learning, setting the stage for more complex concepts. We'll use real-world examples, such as the School Dataset, to illustrate function approximation and introduce neural networks.
Dive deeper into neural networks with topics like Fully Connected Networks (FCNs), where you'll explore non-linearities and tunable parameters. You'll gain a thorough understanding of Activation Functions, including Linear, Rectified Linear Unit (ReLU), Leaky ReLU, Sigmoid, Tanh, and Softmax functions.
Understanding the importance of the Cost Function and mastering the Gradient Descent Optimization Algorithm are crucial steps in your learning. We’ll explore the impact of the learning rate factor and demystify the processes inside a neural network, culminating in a comprehensive overview that puts everything together.
Mathematical foundations are essential for deep learning. This course covers Multivariate Functions and Partial Differentiation* the uses of gradients, the Chain Rule, and the Back Propagation Equations, ensuring you have the mathematical tools to succeed.
Advanced topics include the architecture and layers of Convolutional Neural Networks (CNNs), the implementation of convolution, image classification, and the unique advantages of CNNs for image processing. You'll also delve into Recurrent Neural Networks (RNNs).
By the end of this course, you'll have a robust understanding of deep learning and be well-equipped to tackle real-world problems with confidence. Join us and embark on your journey to becoming a deep learning expert!
Everything You Need to Know About Deep Learning From Scratch
This course is a comprehensive and well-structured introduction to Deep Learning From Scratch. The instructor, Sujithkumar MA, is a leading expert in the field with a wealth of experience in IT & Software to share.
The course is well-structured and easy to follow, and the instructor does a great job of explaining complex concepts in a clear and concise way.
The course is divided into sections, each of which covers a different aspect related to Other IT & Software. Each module contains a series of video lectures, readings, and hands-on exercises.
The instructor does a great job of explaining each topic in a clear and concise way. He/She also provides plenty of examples and exercises to help students learn the material.
One of the things I liked most about this course is that it is very practical. The instructor focuses on teaching students the skills and knowledge they need to succeed in the real world. He/She also provides students with access to a variety of resources, including templates, checklists, and cheat sheets.
Another thing I liked about this course is that it is offered on Udemy. Udemy is a great platform for taking online courses because it offers a lot of flexibility for students. Students can choose to take courses at their own pace, and they can access the course materials from anywhere with an internet connection.
Udemy also offers a variety of payment options, so students can find a plan that works for them. The course also has a very active community forum where students can ask questions and interact with each other. The instructor is also very responsive to student questions and feedback.
Overall, I highly recommend this course to anyone who is interested in learning Deep Learning From Scratch. It is a well-organized and informative course that will teach you the skills and knowledge you need to succeed.
Got a question? We've got answers. If you have some other questions, please contact us.
To use coupons on our website, simply click on the "Take this course" button next to the course you're interested in. You will be redirected to the Udemy course page with the coupon applied automatically.
The coupons on our website can significantly reduce the price of Udemy courses, often making them very affordable or even free. However, the availability and terms of the coupons may vary.
Absolutely! We value your input and want to provide you with the courses you're interested in. If you have a specific course in mind that you'd like to see on our website, please don't hesitate to reach out to us. Simply send us the course title, and we'll do our best to contact the instructor and make it available to you.
The course may not be free on Udemy for two main reasons:Firstly, if the coupon for the course has expired, it won't be available for free or at a discounted price. Secondly, coupons often have a limited number of redemptions, and if the maximum limit has been reached, new users may not be able to enroll for free.
Yes, it's completely legal to enroll in courses using the coupons provided on our website. The coupons are offered in collaboration with instructors and are a legitimate way to access courses at discounted or free rates. However, it's essential to respect the terms and conditions set by Udemy and the course instructors.
The validity of coupons can vary from course to course. Some coupons may have a limited time frame of 4 days, while others could be available for an extended period. Be sure to check the coupon expiry details on our website.