The Complete Artificial Neural Networks Developer Course
Want to learn about Artificial Intelligence but not sure where to start? Gain strong foundations AI as you learn the most commonly used algorithms and how to improve them.
This title is part of the Machine Learning Mini-Degree
With the huge leaps in technology in recent years, the field of Artificial Intelligence has had many breakthroughs – making the the demand for highly-skilled professionals in this area greater than ever.
This course is the perfect starting point for entering a career in AI development – beginning with the basics, you’ll gain an understanding of not only the algorithms themselves, but the mathematical reasons behind why they work, before progressing towards building your first deep Neural Network. Importantly, this knowledge can help you to understand the most complex algorithms and optimization techniques.
What you’ll learn
- An overview of AI and its real life applications
- Linear Algebra Basics – Vectors, Matrices
- Calculus Basics – Derivatives and Gradients
- Neural Networks – what they are, and how to train them
- Processing images with specific algorithms
- Training networks to recognize handwritten digits
- The basics of Tensorflow and Tensorboard
About the Machine Learning Mini-Degree
The Machine Learning Mini-Degree is an on-demand learning curriculum composed of 6 professional-grade courses geared towards teaching you how to solve real-world problems and build innovative projects using Machine Learning and Python. Learn and understand the fundamentals necessary to build the next generation of intelligent applications and software, with concepts and theory that can be applied across technology and frameworks.
Challenge yourself by joining this exciting project-based curriculum and gain the knowledge and abilities required to succeed in this brand new industry. No prior experience with AI or Machine Learning is necessary to join. However, basic to intermediate Python skills are assumed in all of the courses.
- Intermediate Python programming skills