Artificial Intelligence A-Zā„¢: Build an AI with ChatGPT4

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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:

  1. Build an AI with a Q-Learning model and train it to optimize warehouse flows in a Process Optimization case study.

  2. Build an AI with a Deep Q-Learning model and train it to land on the moon.

  3. Build an AI with a Deep Convolutional Q-Learning model and train it to play the game of Pac-Man.

  4. Build an AI with an A3C (Asynchronous Advantage Actor-Critic) model and train it to fight Kung Fu.

  5. 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, youā€™ll 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 youā€™re doing, but why youā€™re doing it. Thatā€™s why we donā€™t 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€“ Youā€™ll achieve your goal in not only one AI model but in 5. Each module is comprised of varying structures and difficulties, meaning youā€™ll be skilled enough to build AI adaptable to any environment in real life, rather than just passing a glorified memory ā€œtest and forgetā€ like most other courses. Practice truly does make perfect.

5. In-course support ā€“ Weā€™re 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. Thatā€™s why weā€™ve put together a team of professional Data Scientists to support you in your journey, meaning youā€™ll 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!

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Accelerate your Career and boost your Earning Potential with our Expert Instructors & Community! What Youā€™ll Unlock: - šŸŽ“ 40+ Courses (over 200 hours!) - šŸš€ 17 Specialized Career Paths - šŸ“ Quizzes and Practice Activities - šŸ“œ Certificates for Courses & Career Paths - šŸ† Prizes for Learning - šŸ§Ŗ Weekly Live Labs (plus recordings!) - šŸŽÆ Monthly Missions to practice even more - šŸ’¼ Monthly Career Booster Events - šŸ’¬ Full access to the SDS Community - āš” Monthly Speed Networking - šŸ„ Monthly Resume Clinics - šŸ‘„ Group Mentorship Program "In just a few months of learning at SDS, I landed a Data Analyst job!" ā€” Sanaz Afshar, California

Pro Subscription - Monthly

$157

/ Month

Accelerate your Career and boost your Earning Potential with our Expert Instructors & Community! What Youā€™ll Unlock: - šŸŽ“ 40+ Courses (over 200 hours!) - šŸš€ 17 Specialized Career Paths - šŸ“ Quizzes and Practice Activities - šŸ“œ Certificates for Courses & Career Paths - šŸ† Prizes for Learning - šŸ§Ŗ Weekly Live Labs (plus recordings!) - šŸŽÆ Monthly Missions to practice even more - šŸ’¼ Monthly Career Booster Events - šŸ’¬ Full access to the SDS Community - āš” Monthly Speed Networking - šŸ„ Monthly Resume Clinics - šŸ‘„ Group Mentorship Program Plus, Pro Plan perks just for you: - šŸŒŸ A Personalized Career Path built around your goals - šŸ§‘ā€šŸ« 1-on-1 Mentoring Sessions every month - āœļø Personalized Resume Reviews "In just a few months of learning at SDS, I landed a Data Analyst job!" ā€” Sanaz Afshar, California

Course content

18 sectionsā€¢118 lessonsā€¢14 hr 4 min