Hands-On Artificial Intelligence with Keras and Python
AI will help you solve key challenges in the future in several domains. It is an exciting time to be doing AI with world making its shift towards Industry 2. 0 with automation in focus.
This course will help you learn by doing an industry relevant problem in image processing domain, develop and understand automation and AI techniques. You will learn how to harness the power of algorithms by creating apps which intelligently interact with the world around you, addressing common challenges faced in AI ecosystem.
By the end of the course, you will be able to build real-world artificial intelligence applications using Keras and Python.
Target Audience
If you are a data science enthusiast looking to achieve the power of Artificial Intelligence. Developers who want to build some broad range of skills such as image translation, autonomous driving simulation, deep reinforcement learning with AI will find this course most useful. Even experienced users of AI will discover new ideas and techniques in the projects, which will help them in becoming an AI expert.
Business Outcomes
- Helps to understand the core concepts behind AI and how to apply it to day-to-day problems.
- Choosing a data set
- Distribution of the data set between training, testing and validation set
- How to define your own customized model
- How to deploy your code on GPU (if your computer has it)
- Learn how to use the Python library Keras using Tensorflow backend
- Hyperparameters Optimization in your network architecture which can be tuned for better performance
