Train & Fine-Tune Language Models for Production Course by Activeloop, Towards AI & Intel Disruptor

What's AI by Louis-François Bouchard · Beginner ·🧠 Large Language Models ·2y ago
Introducing our new comprehensive course on Large Language Models, brought to you by Activeloop, Towards AI, and the Intel Disruptor Initiative! Learn hands-on skills to train, fine-tune, and integrate LLMs into AI-based products, understand the architecture of Transformers and GPT models, and explore advanced fine-tuning techniques. Whether you're a beginner or a seasoned professional, join us to elevate your AI skills! 8 supplementary videos are coming on the channel shortly (already available in the course) with tons of insights about LLMs! 🚀 ► Jump on our free LLM course from the Gen AI 360 Foundational Model Certification (Built in collaboration with Activeloop, Towards AI, and the Intel Disruptor Initiative): https://learn.activeloop.ai/courses/llms/?utm_source=social&utm_medium=youtube&utm_campaign=llmcourse ► Get our recent book Building LLMs for Production: https://tinyurl.com/3rbyjmwm With the great support of Cohere & Lambda. ► Course Official Discord: https://discord.gg/learnaitogether ► Activeloop Slack: https://slack.activeloop.ai/ ► Activeloop YouTube: https://www.youtube.com/@activeloop ►Follow me on Twitter: https://twitter.com/Whats_AI ►My Newsletter (My AI updates and news clearly explained): https://louisbouchard.substack.com/ ►Support me on Patreon: https://www.patreon.com/whatsai How to start in AI/ML - A Complete Guide: ►https://www.louisbouchard.ai/learnai/ Become a member of the YouTube community, support my work and get a cool Discord role : https://www.youtube.com/channel/UCUzGQrN-lyyc0BWTYoJM_Sg/join Chapters: 0:00 Introduction to our new LLM course! 1:08 Training and Fine-tuning LLMs for Production. 2:26 Who Should Take This Course? 2:39 What You Will Learn... 3:11 Training and Fine-tuning LLMs Hands-on Projects. 3:46 Course Hosting and Pace. 4:20 Certification! 4:39 Course Free of Cost! 5:35 Required Platforms. 6:53 Conclusion. #ai #languagemodels #llm
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1 What is Artificial intelligence? | Artificial Intelligence terms explained for everyone 1
What is Artificial intelligence? | Artificial Intelligence terms explained for everyone 1
What's AI by Louis-François Bouchard
2 What is Machine Learning? | Introduction to ML for beginners in a minute 2
What is Machine Learning? | Introduction to ML for beginners in a minute 2
What's AI by Louis-François Bouchard
3 What is Deep Learning | Introduction to DL for beginners in a minute 3
What is Deep Learning | Introduction to DL for beginners in a minute 3
What's AI by Louis-François Bouchard
4 What is Supervised Learning | Machine Learning basics explained for beginners 4
What is Supervised Learning | Machine Learning basics explained for beginners 4
What's AI by Louis-François Bouchard
5 What is Unsupervised Learning | Machine Learning basics explained for beginners 5
What is Unsupervised Learning | Machine Learning basics explained for beginners 5
What's AI by Louis-François Bouchard
6 What is Semi-Supervised Learning | Machine Learning basics explained for beginners 6
What is Semi-Supervised Learning | Machine Learning basics explained for beginners 6
What's AI by Louis-François Bouchard
7 What is Reinforcement Learning | Machine Learning basics explained for beginners 7
What is Reinforcement Learning | Machine Learning basics explained for beginners 7
What's AI by Louis-François Bouchard
8 What is Classification | Introduction to Machine Learning for beginners | The Most Used Terms 8
What is Classification | Introduction to Machine Learning for beginners | The Most Used Terms 8
What's AI by Louis-François Bouchard
9 What is Regression | Introduction to Machine Learning for beginners | The Most Used Terms 9
What is Regression | Introduction to Machine Learning for beginners | The Most Used Terms 9
What's AI by Louis-François Bouchard
10 What is Clustering | Introduction to Machine Learning for beginners | The Most Used Terms 10
What is Clustering | Introduction to Machine Learning for beginners | The Most Used Terms 10
What's AI by Louis-François Bouchard
11 What is Backpropagation | Artificial Intelligence & Machine Learning Basics for Beginners 11
What is Backpropagation | Artificial Intelligence & Machine Learning Basics for Beginners 11
What's AI by Louis-François Bouchard
12 What is NLP ? | Introduction to Natural Language Processing for Beginners | Machine Learning 12
What is NLP ? | Introduction to Natural Language Processing for Beginners | Machine Learning 12
What's AI by Louis-François Bouchard
13 Comparing AGI and Traditional AI: Now and Beyond
Comparing AGI and Traditional AI: Now and Beyond
What's AI by Louis-François Bouchard
14 Demystifying Neural Network: A Beginner's Guide to Machine Learning Fundamentals
Demystifying Neural Network: A Beginner's Guide to Machine Learning Fundamentals
What's AI by Louis-François Bouchard
15 Understanding Computer Vision: An Entry-Level Introduction to ML-Driven CV
Understanding Computer Vision: An Entry-Level Introduction to ML-Driven CV
What's AI by Louis-François Bouchard
16 Chatbots for Beginners: A Comprehensive Intro to Machine Learning Applications
Chatbots for Beginners: A Comprehensive Intro to Machine Learning Applications
What's AI by Louis-François Bouchard
17 What is Image Segmentation ? | Computer Vision & ML Techniques Explained for Beginners 17
What is Image Segmentation ? | Computer Vision & ML Techniques Explained for Beginners 17
What's AI by Louis-François Bouchard
18 Object Detection Clearly Explained for Everyone
Object Detection Clearly Explained for Everyone
What's AI by Louis-François Bouchard
19 What is a RNN ? | Introduction to Recurrent Neural Network FOR EVERYONE 19
What is a RNN ? | Introduction to Recurrent Neural Network FOR EVERYONE 19
What's AI by Louis-François Bouchard
20 What is Transfer Learning ? | Deep Learning Basics Explained for Beginners 20
What is Transfer Learning ? | Deep Learning Basics Explained for Beginners 20
What's AI by Louis-François Bouchard
21 Data Science Demystified - An Essential Introduction
Data Science Demystified - An Essential Introduction
What's AI by Louis-François Bouchard
22 Demystifying Data Mining - A Clear and Concise Explanation
Demystifying Data Mining - A Clear and Concise Explanation
What's AI by Louis-François Bouchard
23 Decoding Logistic Regression - A Simple and Comprehensive Explanation
Decoding Logistic Regression - A Simple and Comprehensive Explanation
What's AI by Louis-François Bouchard
24 What is the YOLO algorithm? | Introduction to You Only Look Once, Real Time Object Detection 24
What is the YOLO algorithm? | Introduction to You Only Look Once, Real Time Object Detection 24
What's AI by Louis-François Bouchard
25 AI or Human? What is the Turing Test
AI or Human? What is the Turing Test
What's AI by Louis-François Bouchard
26 Genetic Algorithms Demystified - How Algorithms Evolve
Genetic Algorithms Demystified - How Algorithms Evolve
What's AI by Louis-François Bouchard
27 What is Data Labeling ? | Prepare Your Data for ML and AI | Attaching meaning to digital data 27
What is Data Labeling ? | Prepare Your Data for ML and AI | Attaching meaning to digital data 27
What's AI by Louis-François Bouchard
28 Human Pose Estimation in Machine Learning Explained (2D & 3D)
Human Pose Estimation in Machine Learning Explained (2D & 3D)
What's AI by Louis-François Bouchard
29 What is Self-Supervised Learning ? | Will machines be able to learn like humans ? 29
What is Self-Supervised Learning ? | Will machines be able to learn like humans ? 29
What's AI by Louis-François Bouchard
30 What are GANs ? | Introduction to Generative Adversarial Networks | Face Generation & Editing - 30
What are GANs ? | Introduction to Generative Adversarial Networks | Face Generation & Editing - 30
What's AI by Louis-François Bouchard
31 Introduction to Energy-Based Learning | Yann LeCun Paper
Introduction to Energy-Based Learning | Yann LeCun Paper
What's AI by Louis-François Bouchard
32 The Science Behind Google Translate: Understanding Transformers
The Science Behind Google Translate: Understanding Transformers
What's AI by Louis-François Bouchard
33 Mastering CNNs in 5 Minutes | ConvNets Explained
Mastering CNNs in 5 Minutes | ConvNets Explained
What's AI by Louis-François Bouchard
34 Discover the Power of YOLOv4 - Real-Time Object Detection Simplified
Discover the Power of YOLOv4 - Real-Time Object Detection Simplified
What's AI by Louis-François Bouchard
35 Learn to Draw Real People using AI: Unveiling Future of Image-to-Image Translation
Learn to Draw Real People using AI: Unveiling Future of Image-to-Image Translation
What's AI by Louis-François Bouchard
36 AI Powers PAC-MAN - The Game Engine-Free Revolution
AI Powers PAC-MAN - The Game Engine-Free Revolution
What's AI by Louis-François Bouchard
37 This AI makes blurry faces look 60 times sharper! Introduction to PULSE: photo upsampling
This AI makes blurry faces look 60 times sharper! Introduction to PULSE: photo upsampling
What's AI by Louis-François Bouchard
38 Facebook's TransCoder: Converting Programming Languages with AI
Facebook's TransCoder: Converting Programming Languages with AI
What's AI by Louis-François Bouchard
39 Transforming Images to 3D Models with AI - Discover PIFuHD
Transforming Images to 3D Models with AI - Discover PIFuHD
What's AI by Louis-François Bouchard
40 Optimize Your ML Models - Avoid Underfitting and Overfitting
Optimize Your ML Models - Avoid Underfitting and Overfitting
What's AI by Louis-François Bouchard
41 Behind the Scenes - Disney's Secrets to High-Res Face Swaps
Behind the Scenes - Disney's Secrets to High-Res Face Swaps
What's AI by Louis-François Bouchard
42 Linear Regression in Machine Learning Explained in 5 Minutes
Linear Regression in Machine Learning Explained in 5 Minutes
What's AI by Louis-François Bouchard
43 Style Transfer Better Than GANs! Swapping Autoencoder Explained
Style Transfer Better Than GANs! Swapping Autoencoder Explained
What's AI by Louis-François Bouchard
44 Use AI to Remove Objects from Videos
Use AI to Remove Objects from Videos
What's AI by Louis-François Bouchard
45 OpenAI's Language Generator: GPT | The first AI Generating Text, Code, Websites...
OpenAI's Language Generator: GPT | The first AI Generating Text, Code, Websites...
What's AI by Louis-François Bouchard
46 Autocomplete Images With AI: image-GPT explained
Autocomplete Images With AI: image-GPT explained
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47 Turning Reality into Art - AI That Cartoonizes Your Pictures and Videos
Turning Reality into Art - AI That Cartoonizes Your Pictures and Videos
What's AI by Louis-François Bouchard
48 From Portrait to Cartoon - Discover the Power of FreezeG
From Portrait to Cartoon - Discover the Power of FreezeG
What's AI by Louis-François Bouchard
49 Transfer clothes between photos using AI. From a single image!
Transfer clothes between photos using AI. From a single image!
What's AI by Louis-François Bouchard
50 Precise 3D Human Pose and Mesh Estimation from a Single RGB Image
Precise 3D Human Pose and Mesh Estimation from a Single RGB Image
What's AI by Louis-François Bouchard
51 Smart Navigation - How AI Robots Understand and Explore Environments
Smart Navigation - How AI Robots Understand and Explore Environments
What's AI by Louis-François Bouchard
52 Techfitlab Breaks Down Tesla Autopilot, AI, ML, and DL Complexities
Techfitlab Breaks Down Tesla Autopilot, AI, ML, and DL Complexities
What's AI by Louis-François Bouchard
53 ECCV 2020 Best Paper Award | RAFT: A New Deep Network Architecture For Optical Flow | WITH CODE
ECCV 2020 Best Paper Award | RAFT: A New Deep Network Architecture For Optical Flow | WITH CODE
What's AI by Louis-François Bouchard
54 Maximize Business Efficiency with AI / GPT Technology!
Maximize Business Efficiency with AI / GPT Technology!
What's AI by Louis-François Bouchard
55 AI Transforms Google Photos into Real-Life Scenes
AI Transforms Google Photos into Real-Life Scenes
What's AI by Louis-François Bouchard
56 Old Photo Restoration Using Deep Learning | 2020 Novel Approach Explained & Results
Old Photo Restoration Using Deep Learning | 2020 Novel Approach Explained & Results
What's AI by Louis-François Bouchard
57 This computer vision algorithm removes the water from underwater images !
This computer vision algorithm removes the water from underwater images !
What's AI by Louis-François Bouchard
58 DeepFakes in 5 minutes | Understand how deepfakes work and create your own!
DeepFakes in 5 minutes | Understand how deepfakes work and create your own!
What's AI by Louis-François Bouchard
59 A new brain-inspired intelligent system can drive a car using only 19 control neurons!
A new brain-inspired intelligent system can drive a car using only 19 control neurons!
What's AI by Louis-François Bouchard
60 Toonify: Turn Real Faces into Animated Disney Characters
Toonify: Turn Real Faces into Animated Disney Characters
What's AI by Louis-François Bouchard

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Chapters (10)

Introduction to our new LLM course!
1:08 Training and Fine-tuning LLMs for Production.
2:26 Who Should Take This Course?
2:39 What You Will Learn...
3:11 Training and Fine-tuning LLMs Hands-on Projects.
3:46 Course Hosting and Pace.
4:20 Certification!
4:39 Course Free of Cost!
5:35 Required Platforms.
6:53 Conclusion.
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