Transforming Sketches into Photos - The Deep Learning Masterclass

Learn deployment of Machine Learning and Deep Learning applications with Python

The course starts with foundational concepts, including an introduction to machine learning, deep learning, neural networks, and the types of learning models. You’ll gain a solid understanding of how machine learning agents learn and how models are built and deployed on the web. Students will then delve into data preparation, learning how to load, label, and preprocess datasets, as well as visualize and batch data for effective model training.

Next, the focus shifts to the architecture of neural networks, exploring essential components such as dense layers, batch normalization, and advanced activation functions like Leaky ReLU and TanH. You’ll learn to build complex network types, including convolutional neural networks (CNNs) for image processing and generative neural networks for creating new data. Practical modules guide you through designing and implementing a generator, discriminator, and optimizing their performance with tools like the Adam Optimizer.

With a strong foundation in data preparation and network design, students progress to training, testing, and fine-tuning models. You’ll implement custom training loops, visualize results, and evaluate model performance through loss calculations and optimization techniques. The course also features an exciting style transfer project, teaching you to use machine learning to blend artistic styles into images by extracting image features and optimizing representations.

Through practical exercises and real-world projects, students will gain hands-on experience with popular deep learning frameworks like TensorFlow or PyTorch. By the end of this masterclass, you’ll have the expertise to preprocess data, design and train sophisticated neural networks, and create transformative projects, whether you’re aspiring to innovate in AI, enhance your artistic process, or simply explore the cutting-edge of deep learning.


Your Instructor


Alexandra Kropf
Alexandra Kropf

Alexandra Kropf is Mammoth Interactive's CLO and a software developer with extensive experience in full-stack web development, app development and game development. She has helped produce courses for Mammoth Interactive since 2016, including the Coding Interview series in Java, JavaScript, C++, C#, Python and Swift.

Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvard’s edX, Business Insider and more.

Over 12 years, Mammoth Interactive has built a global student community with 4 million courses sold. Mammoth Interactive has released over 350 courses and 3,500 hours of video content.

Founder and CEO John Bura has been programming since 1997 and teaching since 2002. John has created top-selling applications for iOS, Xbox and more. John also runs SaaS company Devonian Apps, building efficiency-minded software for technology workers like you.


Course Curriculum


  Course Overview
Available in days
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Frequently Asked Questions


When does the course start and finish?
The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.
How long do I have access to the course?
How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like - across any and all devices you own.
What if I am unhappy with the course?
We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.

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