Create the Ultimate Data Science Resume: Valuable Insights from Quadruple Kaggle Grandmaster

What's AI by Louis-François Bouchard · Beginner ·🧠 Large Language Models ·3y ago
►Be the first to hear about the coolest models like ChatGPT, and follow my favorite daily AI newsletter: https://www.syntheticmind.io/subscribe?ref=EFowuebnlZ ►Support me through wearing Merch: https://whatsai.myshopify.com/ Chris's GTC events: ►Developing State-of-the-Art Models in a Short Time [S51852]: https://www.nvidia.com/gtc/session-catalog/?ncid=ref-inpa-477072&?tab.catalogallsessionstab=16566177511100015Kus&search=#/session/1666650462301001Ltpf ►Learn How to Create Features from Tabular Data and Accelerate your Data Science Pipeline* [DLIT51195]: https://www.nvidia.com/gtc/session-catalog/?ncid=ref-inpa-477072&?tab.catalogallsessionstab=16566177511100015Kus&search=#/session/1666168670726001zds5 More... ►My Newsletter (A new AI application explained weekly to your emails!): https://www.louisbouchard.ai/newsletter/ ►Support me on Patreon: https://www.patreon.com/whatsai ►Join Our AI Discord: https://discord.gg/learnaitogether 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 Hey! Tap the Thumbs Up button and Subscribe. You'll learn a lot of cool stuff, I promise. 00:49 What is your academic background? 01:20 How did you get into data science from a mathematics background? 02:04 What is a data scientist for you and what is your role as one? 02:33 Do you think data science is mainly a role for academia because it’s a lot of statistical and math knowledge? Do you think a PHD or a masters is necessary to get such a role? 03:47 What is your role as a data scientist at Nvidia? 05:40 What is Kaggle and what is a grand master at Kaggle? 08:20 Do you think Kaggle competitions are a good way of improving your resume and build experience if you want to work in the industry? 11:54 Is there something specific to Kaggle that doesn't work in the real world? 16:29 Are most comp
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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
What's AI by Louis-François Bouchard
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)

Hey! Tap the Thumbs Up button and Subscribe. You'll learn a lot of cool stuff, I
0:49 What is your academic background?
1:20 How did you get into data science from a mathematics background?
2:04 What is a data scientist for you and what is your role as one?
2:33 Do you think data science is mainly a role for academia because it’s a lot of st
3:47 What is your role as a data scientist at Nvidia?
5:40 What is Kaggle and what is a grand master at Kaggle?
8:20 Do you think Kaggle competitions are a good way of improving your resume and bui
11:54 Is there something specific to Kaggle that doesn't work in the real world?
16:29 Are most comp
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