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Learn to apply Tensorflow to your problems. Follow a complete pipeline including pre-processing and training for ML
Updated on Sep, 2026
Programming, Data Science, Python
Duration - 3.5 hours
Training 5 or more people ?
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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 very scratch . This is a very applied course , so we will immediately start coding even without installation! You will see a brief bit of essential theory and then we will get into the environment setup and explain almost all concepts through code. You will be using Keras and Tensorflow 2 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
All with only a few lines of code. All the examples used in the course come with a starter code which will 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.
Anyone who wants to learn machine learning (this course is a soft introduction).
Anyone who knows machine learning and wants to learn deep learning (this course focuses on deep learning).
Anyone who knows deep learning but needs help applying their knowledge in practice (this is a very applied course).
Anyone who is comfortable with deep learning models but has trouble processing examples beyond the toy examples covered in typical courses (this course has a real-world case study and not just toy examples).
Anyone who Is a researcher or educator working in machine learning and wants to move from theory to practice.
Python basics (installation, if, loops, lists) - Everything else will be covered in the course.
No machine learning background is assumed (but we keep the theory to a minimum).
Check out the detailed breakdown of what’s inside the course
Great hands-on courses for beginners
All my courses are 100% hands-on with practical examples and demos. No lengthy theoretical discussions about boring topics. We dive into the practical and only see theory if needed (and only the minimum amount).
Step-by-step tutorials and problem-based learning.
Get excellent support
One-on-one support by me ... All questions answered within 24 hours. I really want you to succeed!
I have a PhD 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 on Tutorialspoint is to make sure people can find my content. If you have any problem with finances and you want to take my courses, please visit my site (link on the left). I am more than willing to give out coupons that will make the course more affordable for you.
You can see all the different areas I've worked with on my site as well as on my github page.
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