Build models with Python, TensorFlow, PyCharm, API & CIFAR-10. Learn machine learning, neural networks, & convolutions!
“Very clear and babysteps-wise so far.”
What you’ll learn
- Use PyCharm and run Python files and programs on the interface.
- Brush up on the fundamentals and fix bad coding habits in the #1 Python programming language.
- Understand and use machine learning and neural networks with core concepts and examples.
- Get a solid grasp of using convolutions.
- Learn to use the Keras API and Syntax.
- Get to know TensorFlow, the open source machine learning framework for everyone.
- Explore the CIFAR-10 image dataset.
- Build an image classifier model from scratch.
- Classify images by training a model.
- Get all source files for your quick reference.
- And much more!.
Course Content
- DAY 1: Learn to Use PyCharm –> 6 lectures • 42min.
- DAY 2: Learn Python Language Basics –> 12 lectures • 1hr 44min.
- DAY 3: Understand Machine Learning Neural Networks –> 4 lectures • 36min.
- DAY 4: Explore the Keras API –> 4 lectures • 42min.
- DAY 5: Format Datasets and Examine CIFAR-10 –> 4 lectures • 39min.
- DAY 6: Build the Image Classifier Model –> 4 lectures • 46min.
- DAY 7: Save and Load Trained Models –> 4 lectures • 39min.
- Source Material –> 6 lectures • 1min.
- Bonus –> 2 lectures • 1min.
Requirements
“Very clear and babysteps-wise so far.”
The Deep Learning Masterclass: Make a Keras Image Classifier
Welcome to this epic masterclass on Keras (and so much more) with our #1 data scientist and app developer Nimish Narang, creator of over 20 Mammoth Interactive courses and a top-seller on Udemy.
This course was funded by a wildly successful Kickstarter
Anyone can take this course. No experience is required. If you already have experience using PyCharm and running Python files and programs on the interface, you can simply skip ahead to whatever section best suits your needs. Or, you can follow the progression of this meticulously curated course especially designed to take any absolute beginner off the street and make them a data modeler.
This course is divided into days, but of course you can learn at your own pace. In Day 2 we teach you all the fundamentals of the Python programming language. If you already have experience coding in this popular language, brushing up on the fundamentals and fixing bad coding habits is a great exercise. If you are a beginner this section ensures you don’t get lost with the rest of the crowd.
At Day 3 we dive into machine learning and neural networks.
You also get an introduction to convolutions. These are hot topics that are in high demand in the market. If you can use this new technology to your advantage you are pretty much guaranteed a job! Everyone is desperate for employees with these skills.
In Day 4 we go headfirst into Keras and understanding the API and Syntax.
You also get to know TensorFlow, the open source machine learning framework for everyone.
At Day 5 we explore the CIFAR-10 image dataset. Then we are ready to build our very own image classifier model from scratch. You will learn how to classify images by training a model.
We’re going to have a lot of fun, and you’ll have complete projects to put on your resume immediately.
Join now in this NEW Mammoth Interactive bootcamp course!