With its ability to provide valuable insights and solve real-world problems – such as cancer detection, self-driving cars, and virtual personal assistants (just to name a few) – machine learning is revolutionizing nearly every industry. Large and small companies alike are increasingly seeking machine learning experts in this area, and with a shortage of trained professionals, it’s an area filled with opportunities.
The Machine Learning Mini-Degree will give you the fundamental skills needed to build the next generation of intelligent applications and software. Using Python, NumPy, TensorFlow, and Keras, you’ll learn by building real projects – including an image identification app, image generator, text generator, and spam detector AI.
The skills you learn will enable you to develop innovative and practical solutions across a wide range of industries.
You will learn:
- Functional arrays and matrices with NumPy
- Building, training, and testing machine learning programs
- Pattern and image recognition
- Recurrent Neural Networks (RNNs) for language modeling
- Deep reinforcement learning
- Naive Bayes for text classification
Build Machine Learning Projects
Create a portfolio of machine learning projects, including:
- Arrays & matrices with NumPy
- Machine learning basics with TensorFlow
- Plotting & graph creation with Matplotlib
- Training linear regression models
- Convolutional Neural Networks (CNNs)
- Image recognition – TensorFlow & Keras
- Handwriting-recognition app
- Photo-realistic image generation
- Photo filters
- Deep reinforcement learning
- Train a neural network to play games
- Q-Learning & Deep Q-Networks
- Text classification with Naive Bayes
- Spam-detector AI
- Recurrent Neural Networks (RNNs)
- Text generation
- Movie reviews classifier app
This curriculum gives you all the tools needed to start building machine learning applications with Python. Whether you’ve never coded before, or are a more experienced developer looking to branch out into a new specialization, this Mini-Degree is designed to help you succeed.
Why Master Machine Learning?
Machine learning has easily become a staple for many companies. Not only is it used to improve core operations, but companies continue to invest even more money into advancing their business using AI technology. This has made machine learning skills increasingly in demand throughout the industry. It’s seeing incredible job growth, and has the second-highest base salary compared to other similar fields. The entire global market for machine learning software is also increasing in revenue, ensuring that this field is filled with opportunities.
YOUR COURSES, YOUR WAY
Learn with project-based courses that are designed to be flexible – access them 24/7, fit them around your schedule, and choose the learning materials that suit you best.
You can even download your course videos and watch them offline using the Zenva app, available on iOS and Android.
✅ Watch video lessons
✅ Read text summaries
✅ Explore interactive lessons
✅ Practice with source code
✅ Build real projects
✅ Earn completion certificates
ACHIEVE REAL RESULTS
Our community of 1,000,000+ learners and developers have used the skills learned with us to publish their own games and websites, land their dream jobs, and even start their own businesses – and you have the potential to do the same!
Check out what our learners think below:
I love the lectures, concise course objectives, and how they not only teach you enough to get started, but prepare you for the advanced stuff later down the road.
With Zenva, I started learning a more accurate way to approach problems and develop solutions. It’s full of interesting topics that I love to learn in conjunction with my work.
I chose Zenva because of the large selection of topics and the fact that I can choose what courses I want to take whenever I want to take them. That level of freedom is unique to Zenva.
The Unity courses at Zenva helped me achieve a level of comfort with game development that I didn’t think was possible. They give you the confidence to expand your skills, and were so easy to understand.
LEARN FROM WORLD-CLASS INSTRUCTORS
Our course instructors participate in elite developer programs and have been recognized for their demonstrated excellence in development and teaching.
That way, you can be confident that you’re learning the most up-to-date content from industry experts.