English | MP4 | AVC 1280×720 | AAC 44KHz 2ch | 4.5 Hours | 3.02 GB
Learn, build and implement the most powerful AI model at home. Compete with multi-billion dollars companies using ARS.
Two months ago we discovered that a very new kind of AI was invented.
The kind of AI which is based on a genius idea and that you can build from scratch and without the need for any framework.
We checked that out, we built it, and… the results are absolutely insane!
This game-changing AI called Augmented Random Search, ARS for short.
And in a very simple implementation, it is able to do an exact same thing that Google Deep Mind did in their accomplishment last year – which is to train an AI to walk and run across a field.
However, ARS is 100x times faster and 100x times more powerful.
- Be prepared for the most significant tech challenges of the 21st century
- No need for sophisticated algorithms and frameworks
- What Facebook or Google spent on millions or even more – you can literally do at home!
- You will be able to compete with multi-billion dollars companies
- Change the world on your own within months or even weeks
- Build the most powerful AI that anyone has ever built
What Will I Learn?
- Build an AI
- Understand the theory behind augmented random search algorithm
- Learn how to build most powerful AI algorithm
- Train and implement ARS algorithm
- Train AI to solve same challenges as Google Deep Mind
Table of Contents
Introduction
1 Introduction
2 Where to Get the Materials
Part 1 – Augmented Random Search (ARS) Intuition
3 Plan of attack
4 Overview of Augmented Random Search (ARS)
5 How does a perceptron work
6 Maximising Rewards
7 Method of Finite Differences
8 Basic vs Augmented Random Search
9 ARS vs other AI
Part 2 – Augmented Random Search (ARS) Practical
10 ARS – Step 1
11 ARS – Step 8
12 ARS – Step 9
13 ARS – Step 10
14 Checkpoint!
15 ARS – Step 11
16 Checkpoint!
17 ARS – Step 12
18 ARS – Step 13
19 ARS – Step 14
20 ARS – Step 15
21 ARS – Step 2
22 ARS – Step 16
23 ARS – Step 17
24 ARS – Step 18
25 ARS – Step 19
26 Checkpoint!
27 ARS – Step 20
28 For Windows users only
29 ARS – Final Results
30 Final Checkpoint!
31 ARS – Step 3
32 Checkpoint!
33 ARS – Step 4
34 ARS – Step 5
35 ARS – Step 6
36 Checkpoint!
37 ARS – Step 7
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