Learn the instincts behind why and how to use deep learning properly using tensorflow.
- 1Basics of machine learning with minimal math
- 2Applying machine learning principles to solve a real-world case study
- 3Understand the often problematic shape issue that makes machine learning difficult
- 4Use Keras's functional API to create powerful models
- 5Exceptional support. All questions answered within 24 hours
This course is for you if you are new to Machine Learning but want to learn it without all the math. This course is also for you if you have had a machine learning course but could never figure out how to use it to solve your own problems.
In this course, we will start from the very scratch. This is a very applied course, so we will immediately start coding even without installation! You will see a brief bit of absolutely essential theory and then we will get into the environment setup and explain almost all concepts through code. You will be using Keras -- one of the easiest and most powerful machine learning tools out there.
You will start with a basic model of how machines learn and then move on to higher models such as:
- Convolutional Neural Networks
- Residual Connections
- Inception Module
All with only a few lines of code. All the examples used in the course comes with starter code which get you started and remove the grunt effort. The course also includes finished codes for the examples run in the videos so that you can see the end product should you ever get stuck.
There is also a real-time chat system in place for students who enrol in this course. With a free signup, you get access to real-time chat with myself and fellow students who are working to complete this course (or have completed the course before you). We plan on creating this network of like-minded machine learning experts who can help each other out and collaborate on exciting ideas together.
I have a Ph.D. in Computer Sciences and a PostDoc from the Max Planck Institute for Software Systems. I have been programming since early 2000 and have worked with many different languages, tools, and platforms. I have an extensive research experience with many state-of-the-art models to my name. My research in Android security has led to some major shifts in the Android permission model.
I love teaching and the most important reason I upload online is to make sure people can find my content. I love helping people learn how to learn! Get in touch and let's learn together.