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
How Much Maths Do You Need To Know To Become A Data Scientist
ML Fundamentals
How Much Maths Do You Need To Know To Become A Data Scientist
Krish Naik Intermediate 4y ago
Text Classification Using BERT & Tensorflow | Deep Learning Tutorial 47 (Tensorflow, Keras & Python)
ML Fundamentals
Text Classification Using BERT & Tensorflow | Deep Learning Tutorial 47 (Tensorflow, Keras & Python)
codebasics Beginner 4y ago
W&B Fastbook Reading Group — 7. Pet Breeds & Multi-label Classification
ML Fundamentals
W&B Fastbook Reading Group — 7. Pet Breeds & Multi-label Classification
Weights & Biases Beginner 4y ago
Use the correct methods for each type of Pipeline
ML Fundamentals
Use the correct methods for each type of Pipeline
Data School Beginner 4y ago
Skills Required For A Data Analyst In 2021- How To Learn By Self Study And For Free in 3 Months
ML Fundamentals
Skills Required For A Data Analyst In 2021- How To Learn By Self Study And For Free in 3 Months
Krish Naik Beginner 4y ago
Build a Deep Learning Selfie Segmentation Web App using Gradio
ML Fundamentals
Build a Deep Learning Selfie Segmentation Web App using Gradio
Nicholas Renotte Beginner 4y ago
Why OpenAI disbanded their robotics team
ML Fundamentals
Why OpenAI disbanded their robotics team
Weights & Biases Beginner 4y ago
Building a ranking model with TF Recommenders (Building recommendation systems with TensorFlow)
ML Fundamentals ⚡ AI Lesson
Building a ranking model with TF Recommenders (Building recommendation systems with TensorFlow)
TensorFlow Intermediate 4y ago
Compare multiple ROC curves in a single plot
ML Fundamentals ⚡ AI Lesson
Compare multiple ROC curves in a single plot
Data School Beginner 4y ago
Introduction to NVIDIA TensorRT for High Performance Deep Learning Inference
ML Fundamentals
Introduction to NVIDIA TensorRT for High Performance Deep Learning Inference
NVIDIA Developer Beginner 4y ago
Boosted Trees & Deep Neural Networks for Better Recommender Systems | Grandmaster Series E6
ML Fundamentals
Boosted Trees & Deep Neural Networks for Better Recommender Systems | Grandmaster Series E6
NVIDIA Developer Beginner 4y ago
Scalable Machine Learning with AWS Batch - AWS Online Tech Talks
ML Fundamentals
Scalable Machine Learning with AWS Batch - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
ISID Heightens Value Buried in Text Using Azure Machine Learning and PyTorch
ML Fundamentals
ISID Heightens Value Buried in Text Using Azure Machine Learning and PyTorch
PyTorch Beginner 4y ago
Model serving platform // Kyle Gallatin // Coffee #43 short clip
ML Fundamentals
Model serving platform // Kyle Gallatin // Coffee #43 short clip
MLOps.community Advanced 4y ago
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
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
Javascript Card Trick - Computerphile
ML Fundamentals ⚡ AI Lesson
Javascript Card Trick - Computerphile
Computerphile Intermediate 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
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
Intro to TensorFlow Recommenders (Building recommendation systems with TensorFlow)
ML Fundamentals ⚡ AI Lesson
Intro to TensorFlow Recommenders (Building recommendation systems with TensorFlow)
TensorFlow Intermediate 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
My New Laptop Acer Predator Helios 300 Unboxing With Nvidia RTX 3060 For Deep Learning And Gaming
ML Fundamentals
My New Laptop Acer Predator Helios 300 Unboxing With Nvidia RTX 3060 For Deep Learning And Gaming
Krish Naik Beginner 4y ago
Fake Jobs In Data Science- Be Careful And Report Them
ML Fundamentals
Fake Jobs In Data Science- Be Careful And Report Them
Krish Naik Intermediate 4y ago
Krish Naik 400k Special Video
ML Fundamentals
Krish Naik 400k Special Video
Krish Naik Beginner 4y ago
How new libraries can improve model performance with OctoML's Luis Ceze
ML Fundamentals
How new libraries can improve model performance with OctoML's Luis Ceze
Weights & Biases Advanced 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
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
Spence Green — Enterprise-scale Machine Translation
ML Fundamentals
Spence Green — Enterprise-scale Machine Translation
Weights & Biases Advanced 4y ago
Plot a confusion matrix
ML Fundamentals
Plot a confusion matrix
Data School 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
Can We Have A YouTube Channel With Full Time Job Like Data Science
ML Fundamentals
Can We Have A YouTube Channel With Full Time Job Like Data Science
Krish Naik Intermediate 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
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
Crab Mentality- Stay Away From These Kind Of People🦀🦀🦀🦀
ML Fundamentals
Crab Mentality- Stay Away From These Kind Of People🦀🦀🦀🦀
Krish Naik Intermediate 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
Important tuning parameters for LogisticRegression
ML Fundamentals
Important tuning parameters for LogisticRegression
Data School Beginner 4y ago
Is There Any Official Certification For Data Science
ML Fundamentals
Is There Any Official Certification For Data Science
Krish Naik Intermediate 4y ago
Data Scientist Opening In Tredence For Fresher And Experienced- Apply You Will Get Lucky
ML Fundamentals
Data Scientist Opening In Tredence For Fresher And Experienced- Apply You Will Get Lucky
Krish Naik Intermediate 4y ago
Making Money As A Data Scientist- How I Doubled My Income💲 💲 💲 💲
ML Fundamentals
Making Money As A Data Scientist- How I Doubled My Income💲 💲 💲 💲
Krish Naik Intermediate 4y ago
Take a risk or stay safe? // Alfredo Deza // Meetup #66 short clip
ML Fundamentals
Take a risk or stay safe? // Alfredo Deza // Meetup #66 short clip
MLOps.community Beginner 4y ago
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