Source: Deep Learning on Medium
DMFAI 100: Demystify The Foundational Mathematics For Artificial Intelligence Introduction
The field of Artificial Intelligence is growing at a fast rate, currently, there are different AI outsmarting the best human intelligence players in different games. Machine learning algorithms such as Neural Networks are being used to solve a host of problems such as autonomous driving, games, health care and so much more.
Deep learning algorithms have the potential to solve a large number of problems, Companies worldwide are implementing it into their infrastructure. To build and deploy algorithms to solve challenging task one must have an in-depth understanding of challenging mathematical topics that are the foundation of everything.
Do not worry about your difficulties in Mathematics. I can assure you mine are still greater — Albert Einstein
DMFAI 100 introduces you to the 3 topics and their sub-topics, which we will cover in-depth in the next consecutive articles.
- DMFAI 200 — Linear Algebra
- DMFAI 300 — Multivariate Calculus
- DMFAI 400 — Probability
At the successful completion of all the DMFAI articles, you will have the mathematical foundation to understand and analyze deep neural networks.
- An open mind to learn
- A book & pen
- knowledge of python
Now let’s dive into what exactly we will be learning.