Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
Master ML Papers without Losing Your Sh*t
ML Fundamentals ⚡ AI Lesson
Master ML Papers without Losing Your Sh*t
Nicholas Renotte Beginner 4y ago
Krish Naik 400k Special Video
ML Fundamentals
Krish Naik 400k Special Video
Krish Naik Beginner 4y ago
Machine Learning Model Drift - Concept Drift & Data Drift in ML - Explanation
ML Fundamentals
Machine Learning Model Drift - Concept Drift & Data Drift in ML - Explanation
1littlecoder Beginner 4y ago
Assessing human parity in machine translation with Lilt's Spence Green
ML Fundamentals
Assessing human parity in machine translation with Lilt's Spence Green
Weights & Biases Beginner 4y ago
The limitations of machine translation with Lilt's Spence Green
ML Fundamentals
The limitations of machine translation with Lilt's Spence Green
Weights & Biases Beginner 4y ago
Road To 400K Live Q&A- Ask Anything Related Data Science
ML Fundamentals
Road To 400K Live Q&A- Ask Anything Related Data Science
Krish Naik Beginner 4y ago
Plot a confusion matrix
ML Fundamentals
Plot a confusion matrix
Data School Beginner 4y ago
Machine Learning Web App In Python In 60 Seconds! #Shorts
ML Fundamentals
Machine Learning Web App In Python In 60 Seconds! #Shorts
Patrick Loeber Beginner 4y ago
Cosine similarity, cosine distance explained | Math, Statistics for data science, machine learning
ML Fundamentals
Cosine similarity, cosine distance explained | Math, Statistics for data science, machine learning
codebasics Beginner 4y ago
Build a Simple Language Translation App using Python for Beginners
ML Fundamentals
Build a Simple Language Translation App using Python for Beginners
Nicholas Renotte Beginner 4y ago
Coding Thompson Sampling : Data Science Code
ML Fundamentals
Coding Thompson Sampling : Data Science Code
ritvikmath Beginner 4y ago
⏩ How AI (Deep Learning) Understand Images in 1 Minute (Part 2) 💻👁‍ #shorts
ML Fundamentals ⚡ AI Lesson
⏩ How AI (Deep Learning) Understand Images in 1 Minute (Part 2) 💻👁‍ #shorts
What's AI by Louis-François Bouchard Beginner 4y ago
Important tuning parameters for LogisticRegression
ML Fundamentals
Important tuning parameters for LogisticRegression
Data School Beginner 4y ago
Learning from 150 Successful ML-enabled Products at Booking.com // Pablo Estevez // Coffee Ses'n #46
ML Fundamentals
Learning from 150 Successful ML-enabled Products at Booking.com // Pablo Estevez // Coffee Ses'n #46
MLOps.community Beginner 4y ago
How to run A/B Tests as a Data Scientist!
ML Fundamentals ⚡ AI Lesson
How to run A/B Tests as a Data Scientist!
CodeEmporium Beginner 4y ago
Learning, Applying, and Making ML Rewarding
ML Fundamentals
Learning, Applying, and Making ML Rewarding
Deep Learning Revision Beginner 4y ago
24. Robustness to Dataset Shift
ML Fundamentals
24. Robustness to Dataset Shift
MIT OpenCourseWare Beginner 4y ago
Take a risk or stay safe? // Alfredo Deza // Meetup #66 short clip
ML Fundamentals ⚡ AI Lesson
Take a risk or stay safe? // Alfredo Deza // Meetup #66 short clip
MLOps.community Beginner 4y ago
Directions in ML: Structured Models for Automated Machine Learning
ML Fundamentals
Directions in ML: Structured Models for Automated Machine Learning
Microsoft Research Beginner 4y ago
sin cos tan explained. Explanation using real life example | Math, Statistics for data science
ML Fundamentals ⚡ AI Lesson
sin cos tan explained. Explanation using real life example | Math, Statistics for data science
codebasics Beginner 4y ago
Thompson Sampling : Data Science Concepts
ML Fundamentals
Thompson Sampling : Data Science Concepts
ritvikmath Beginner 4y ago
How Deepfakes Work
ML Fundamentals
How Deepfakes Work
Creator Academy Australia Beginner 4y ago
Writing a Python Script to Check If Any ACs Are Available Every 5 Minutes
ML Fundamentals
Writing a Python Script to Check If Any ACs Are Available Every 5 Minutes
CS Dojo Beginner 4y ago
How to build machine learning models for drug discovery using PaDELPy
ML Fundamentals
How to build machine learning models for drug discovery using PaDELPy
Data Professor Beginner 4y ago
Chow Yun Fat DeepFake
ML Fundamentals
Chow Yun Fat DeepFake
Creator Academy Australia Beginner 4y ago
BERT Model for Toxic Comment Classification (with GitHub Copilot's help)
ML Fundamentals ⚡ AI Lesson
BERT Model for Toxic Comment Classification (with GitHub Copilot's help)
Abhishek Thakur Beginner 4y ago
Self-driving from VISION ONLY - Tesla's self-driving progress by Andrej Karpathy (Talk Analysis)
ML Fundamentals
Self-driving from VISION ONLY - Tesla's self-driving progress by Andrej Karpathy (Talk Analysis)
Yannic Kilcher Beginner 4y ago
Deep Unsupervised Learning for Climate Informatics with Claire Monteleoni - #497
ML Fundamentals ⚡ AI Lesson
Deep Unsupervised Learning for Climate Informatics with Claire Monteleoni - #497
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
All Python Libraries You Need For Machine Learning And Data Science
ML Fundamentals
All Python Libraries You Need For Machine Learning And Data Science
Patrick Loeber Beginner 4y ago
PyTorch Community Voices | Distributed PyTorch with Ray | Michael & Richard
ML Fundamentals
PyTorch Community Voices | Distributed PyTorch with Ray | Michael & Richard
PyTorch Beginner 4y ago
AI Weekly Update - June 30th, 2021 (#37!)
ML Fundamentals ⚡ AI Lesson
AI Weekly Update - June 30th, 2021 (#37!)
Connor Shorten Beginner 4y ago
Are You Learning Data Science In The Right Way?
ML Fundamentals
Are You Learning Data Science In The Right Way?
Krish Naik Beginner 4y ago
W&B Fastbook Reading Group — 6. Pet Breeds
ML Fundamentals
W&B Fastbook Reading Group — 6. Pet Breeds
Weights & Biases Beginner 4y ago
Announcing AWS Cloud Master And AIOPS , MLOPS Affordable Course From iNeuron
ML Fundamentals
Announcing AWS Cloud Master And AIOPS , MLOPS Affordable Course From iNeuron
Krish Naik Beginner 4y ago
The origin of data science and data scientists with DJ Patil and Roger Magoulas
ML Fundamentals
The origin of data science and data scientists with DJ Patil and Roger Magoulas
Weights & Biases Beginner 4y ago
"At this time period, there was no data" — How California developed its COVID-19 models
ML Fundamentals
"At this time period, there was no data" — How California developed its COVID-19 models
Weights & Biases Beginner 4y ago
Huge Openings Data Scientist, ML engineer, Data Analyst For Freshers In PAYPAL 2021-Start Applying
ML Fundamentals
Huge Openings Data Scientist, ML engineer, Data Analyst For Freshers In PAYPAL 2021-Start Applying
Krish Naik Beginner 4y ago
W&B Fastbook Reading Group — 5. SGD (Stochastic Gradient Descent)
ML Fundamentals
W&B Fastbook Reading Group — 5. SGD (Stochastic Gradient Descent)
Weights & Biases Beginner 4y ago
Roger & DJ — The Rise of Big Data and CA's COVID-19 Response
ML Fundamentals
Roger & DJ — The Rise of Big Data and CA's COVID-19 Response
Weights & Biases Beginner 4y ago
Display GridSearchCV or RandomizedSearchCV results in a DataFrame
ML Fundamentals
Display GridSearchCV or RandomizedSearchCV results in a DataFrame
Data School Beginner 4y ago
Try RandomizedSearchCV if GridSearchCV is taking too long
ML Fundamentals ⚡ AI Lesson
Try RandomizedSearchCV if GridSearchCV is taking too long
Data School Beginner 4y ago
Minimum Laptop Configuration To Start With Machine Learning And Deep Learning💻💻💻💻💻💻
ML Fundamentals
Minimum Laptop Configuration To Start With Machine Learning And Deep Learning💻💻💻💻💻💻
Krish Naik Beginner 4y ago
Generate Python Faster with Mito⭐ ⭐ ⭐ ⭐
ML Fundamentals
Generate Python Faster with Mito⭐ ⭐ ⭐ ⭐
Krish Naik Beginner 4y ago
W&B Fastbook Reading Group — 4. Going Deeper into Computer Vision
ML Fundamentals
W&B Fastbook Reading Group — 4. Going Deeper into Computer Vision
Weights & Biases Beginner 4y ago
Teaching an RC car to drive itself
ML Fundamentals
Teaching an RC car to drive itself
Weights & Biases Beginner 4y ago
Writing Machine Learning Pipelines And Deep Learning Code Using Github Copilot ⭐⭐⭐⭐⭐⭐
ML Fundamentals
Writing Machine Learning Pipelines And Deep Learning Code Using Github Copilot ⭐⭐⭐⭐⭐⭐
Krish Naik Beginner 4y ago
Amelia & Filip — How Pandora Deploys ML Models into Production
ML Fundamentals
Amelia & Filip — How Pandora Deploys ML Models into Production
Weights & Biases Beginner 4y ago
Use cross_val_score and GridSearchCV on a Pipeline
ML Fundamentals ⚡ AI Lesson
Use cross_val_score and GridSearchCV on a Pipeline
Data School Beginner 4y ago
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