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Start Your Free Trial Today >>Welcome to Artificial Intelligence A-Z!
Learn key AI concepts with intuition lectures to get you quickly up to speed with all things AI and practice them by building 5 different AIs:
Build an AI with a Q-Learning model and train it to optimize warehouse flows in a Process Optimization case study.
Build an AI with a Deep Q-Learning model and train it to land on the moon.
Build an AI with a Deep Convolutional Q-Learning model and train it to play the game of Pac-Man.
Build an AI with an A3C (Asynchronous Advantage Actor-Critic) model and train it to fight Kung Fu.
Build an AI by fine-tuning a powerful pre-trained LLM (Llama 2 by Meta) with Hugging Face and re-train it to chat with you about an augmented domain knowledge in medicine.
This course is intuitive, fun, and exciting, and at the same time, we dive deep into Artificial Intelligence.
The course is structured the following way:
Part 0 - Fundamentals Of Reinforcement Learning
Part 1 - Deep Q-Learning
Part 2 - Deep Convolutional Q-Learning
Part 3 - A3C
Part 4 - Intro to Large Language Models (LLMs)
Annex 1: Artificial Neural Networks
Annex 2: Convolutional Neural Networks
Once you complete the course, you will get 3 extra AIs: DDPG, Full World Model, and Evolution Strategies & Genetic Algorithms. We build these AIs with ChatGPT for a Self-Driving Car and a Humanoid application. For each of these extra AIs you will get a long video lecture explaining the implementation, a mini PDF, and the Python code.
Besides, you will get a free 3-hour extra course on Generative AI and LLMs with Cloud Computing as a Prize for completing the course.
And last but not least, here is what you will get with this course:
1. Complete beginner to expert AI skills ā Learn to code self-improving AI for a range of purposes. In fact, we code together with you. Every tutorial starts with a blank page and we write up the code from scratch. This way you can follow along and understand exactly how the code comes together and what each line means.
2. Hassle-Free Coding and Code templates ā We will build all our AIs in Google Colab, which means that we will have absolutely NO hassle installing libraries or packages because everything is already pre-installed in Google Colab notebooks. Plus, youāll get downloadable Python code templates (in .py and .ipynb) for every AI you build in the course. This makes building truly unique AI as simple as changing a few lines of code. If you unleash your imagination, the potential is unlimited.
3. Intuition Tutorials ā Where most courses simply bombard you with dense theory and set you on your way, we believe in developing a deep understanding for not only what youāre doing, but why youāre doing it. Thatās why we donāt throw complex mathematics at you, but focus on building up your intuition in AI for much better results down the line.
4. Real-world solutions ā Youāll achieve your goal in not only one AI model but in 5. Each module is comprised of varying structures and difficulties, meaning youāll be skilled enough to build AI adaptable to any environment in real life, rather than just passing a glorified memory ātest and forgetā like most other courses. Practice truly does make perfect.
5. In-course support ā Weāre fully committed to making this the most accessible and results-driven AI course on the planet. This requires us to be there when you need our help. Thatās why weāve put together a team of professional Data Scientists to support you in your journey, meaning youāll get a response from us within 48 hours maximum.
So, are you ready to embrace the fascinating world of AI?
Come join us, never stop learning, and enjoy AI!
$35
/ MonthAccelerate your Career and boost your Earning Potential with our Expert Instructors & Community! What Youāll Unlock: - š 40+ Courses (over 200 hours!) - š 17 Specialized Career Paths - š Quizzes and Practice Activities - š Certificates for Courses & Career Paths - š Prizes for Learning - š§Ŗ Weekly Live Labs (plus recordings!) - šÆ Monthly Missions to practice even more - š¼ Monthly Career Booster Events - š¬ Full access to the SDS Community - ā” Monthly Speed Networking - š„ Monthly Resume Clinics - š„ Group Mentorship Program "In just a few months of learning at SDS, I landed a Data Analyst job!" ā Sanaz Afshar, California
$157
/ MonthAccelerate your Career and boost your Earning Potential with our Expert Instructors & Community! What Youāll Unlock: - š 40+ Courses (over 200 hours!) - š 17 Specialized Career Paths - š Quizzes and Practice Activities - š Certificates for Courses & Career Paths - š Prizes for Learning - š§Ŗ Weekly Live Labs (plus recordings!) - šÆ Monthly Missions to practice even more - š¼ Monthly Career Booster Events - š¬ Full access to the SDS Community - ā” Monthly Speed Networking - š„ Monthly Resume Clinics - š„ Group Mentorship Program Plus, Pro Plan perks just for you: - š A Personalized Career Path built around your goals - š§āš« 1-on-1 Mentoring Sessions every month - āļø Personalized Resume Reviews "In just a few months of learning at SDS, I landed a Data Analyst job!" ā Sanaz Afshar, California
Course content
Welcome to the Practical Activity of Part 1!
01:44
Get the Codes Here
Deep Q-Learning Implementation - Step 1
06:59
Deep Q-Learning Implementation - Step 2
06:24
Deep Q-Learning Implementation - Step 3
08:23
Deep Q-Learning Implementation - Step 4
03:58
Deep Q-Learning Implementation - Step 5
05:45
Deep Q-Learning Implementation - Step 6
03:55
Deep Q-Learning Implementation - Step 7
02:44
Deep Q-Learning Implementation - Step 8
03:07
Deep Q-Learning Implementation - Step 9
08:17
Deep Q-Learning Implementation - Step 10
07:39
Deep Q-Learning Implementation - Step 11
07:36
Deep Q-Learning Implementation - Step 12
08:59
Deep Q-Learning Implementation - Step 13
08:55
Deep Q-Learning Implementation - Step 14
06:47
Deep Q-Learning Implementation - Step 15
02:09
Deep Q-Learning Implementation - Step 16
05:38
Deep Q-Learning Implementation - Step 17
09:39
Deep Q-Learning Implementation - Step 18
20:26
Deep Q-Learning Implementation - Step 19
05:19
Deep Q-Learning Implementation - Step 20
05:45
Welcome to the Practical Activity of Part 2!
01:37
Get the Codes Here
Deep Convolutional Q-Learning Implementation - Step 1
05:17
Deep Convolutional Q-Learning Implementation - Step 2
05:30
Deep Convolutional Q-Learning Implementation - Step 3
11:06
Deep Convolutional Q-Learning Implementation - Step 4
04:33
Deep Convolutional Q-Learning Implementation - Step 5
07:15
Deep Convolutional Q-Learning Implementation - Step 6
04:06
Deep Convolutional Q-Learning Implementation - Step 7
02:04
Deep Convolutional Q-Learning Implementation - Step 8
08:20
Deep Convolutional Q-Learning Implementation - Step 9
09:48
Deep Convolutional Q-Learning Implementation - Step 10
07:37
Deep Convolutional Q-Learning Implementation - Step 11
14:14
Deep Convolutional Q-Learning Implementation - Step 12
03:55
Deep Convolutional Q-Learning Implementation - Step 13
05:24
Welcome to the Practical Activity of Part 3!
01:46
Get the Codes Here
A3C Implementation - Step 1
06:07
A3C Implementation - Step 2
05:53
A3C Implementation - Step 3
11:46
A3C Implementation - Step 4
08:26
A3C Implementation - Step 5
05:49
A3C Implementation - Step 6
07:14
A3C Implementation - Step 7
11:51
A3C Implementation - Step 8
18:28
A3C Implementation - Step 9
02:06
A3C Implementation - Step 10
09:59
A3C Implementation - Step 11
07:23
A3C Implementation - Step 12
09:59
A3C Implementation - Step 13
03:46
A3C Implementation - Step 14
20:22
A3C Implementation - Step 15
13:16