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
Talks # 2: Subhaditya Mukherjee - Image restoration using Deep Learning: Dehazing
ML Fundamentals
Talks # 2: Subhaditya Mukherjee - Image restoration using Deep Learning: Dehazing
Abhishek Thakur Beginner 5y ago
Word Embedding - Natural  Language Processing| Deep Learning
ML Fundamentals
Word Embedding - Natural Language Processing| Deep Learning
Krish Naik Beginner 5y ago
LDA (Linear Discriminant Analysis) In Python - ML From Scratch 14 - Python Tutorial
ML Fundamentals ⚡ AI Lesson
LDA (Linear Discriminant Analysis) In Python - ML From Scratch 14 - Python Tutorial
Patrick Loeber Beginner 5y ago
How I Would Learn Data Science (If I Had to Start Over)
ML Fundamentals ⚡ AI Lesson
How I Would Learn Data Science (If I Had to Start Over)
Ken Jee Beginner 5y ago
FAKE NEWS CLASSIFIER WITH MACHINE LEARNING ALGORITHMS USING Natural Language Processing- PART 2
ML Fundamentals
FAKE NEWS CLASSIFIER WITH MACHINE LEARNING ALGORITHMS USING Natural Language Processing- PART 2
Krish Naik Beginner 5y ago
Image Classification with Neural Networks in Python
ML Fundamentals ⚡ AI Lesson
Image Classification with Neural Networks in Python
NeuralNine Beginner 5y ago
Machine Learning Foundations: Ep #1 - What is ML?
ML Fundamentals
Machine Learning Foundations: Ep #1 - What is ML?
Google for Developers Beginner 5y ago
Angela & Danielle — Designing ML Models for Millions of Consumer Robots
ML Fundamentals
Angela & Danielle — Designing ML Models for Millions of Consumer Robots
Weights & Biases Beginner 5y ago
Daphne Koller: Biomedicine and Machine Learning | Lex Fridman Podcast #93
ML Fundamentals
Daphne Koller: Biomedicine and Machine Learning | Lex Fridman Podcast #93
Lex Fridman Beginner 5y ago
Intro: A New Way to Start Linear Algebra
ML Fundamentals
Intro: A New Way to Start Linear Algebra
MIT OpenCourseWare Beginner 5y ago
Part 1: The Column Space of a Matrix
ML Fundamentals
Part 1: The Column Space of a Matrix
MIT OpenCourseWare Beginner 5y ago
Avoiding buzzwords when hiring for data scientists
ML Fundamentals ⚡ AI Lesson
Avoiding buzzwords when hiring for data scientists
MLOps.community Beginner 5y ago
DevOps Vs MLOps
ML Fundamentals ⚡ AI Lesson
DevOps Vs MLOps
MLOps.community Beginner 5y ago
3 Lessons from Interviewing Jonathan Frankle
ML Fundamentals
3 Lessons from Interviewing Jonathan Frankle
Connor Shorten Beginner 5y ago
Neural Network Dreams About Beautiful Natural Scenes
ML Fundamentals
Neural Network Dreams About Beautiful Natural Scenes
Two Minute Papers Beginner 5y ago
Neural Networks from Scratch - P.4 Batches, Layers, and Objects
ML Fundamentals
Neural Networks from Scratch - P.4 Batches, Layers, and Objects
sentdex Beginner 5y ago
What You Need to Know for a Data Science Internship
ML Fundamentals ⚡ AI Lesson
What You Need to Know for a Data Science Internship
Ken Jee Beginner 5y ago
Correlation-alternative PPS (Predictive Power Score) Python Package Demo
ML Fundamentals
Correlation-alternative PPS (Predictive Power Score) Python Package Demo
1littlecoder Beginner 5y ago
What’s Inside a Neural Network?
ML Fundamentals
What’s Inside a Neural Network?
Two Minute Papers Beginner 5y ago
How To Load Machine Learning Data From Files In Python
ML Fundamentals
How To Load Machine Learning Data From Files In Python
Patrick Loeber Beginner 5y ago
5 websites to get Free Real-World Datasets for Data Science/ML Projects
ML Fundamentals
5 websites to get Free Real-World Datasets for Data Science/ML Projects
1littlecoder Beginner 6y ago
Jack Dorsey: Square, Cryptocurrency, and Artificial Intelligence | Lex Fridman Podcast #91
ML Fundamentals
Jack Dorsey: Square, Cryptocurrency, and Artificial Intelligence | Lex Fridman Podcast #91
Lex Fridman Beginner 6y ago
Webinar: Advising for the University of North Texas Bachelor of Applied Arts and Sciences Degree
ML Fundamentals
Webinar: Advising for the University of North Texas Bachelor of Applied Arts and Sciences Degree
Coursera Beginner 6y ago
K-Nearest Neighbor from scratch - Machine Learning Python
ML Fundamentals ⚡ AI Lesson
K-Nearest Neighbor from scratch - Machine Learning Python
Aladdin Persson Beginner 6y ago
The New Reality and Impact of COVID-19 on Higher Education Panel [2020 Coursera Virtual Conference]
ML Fundamentals
The New Reality and Impact of COVID-19 on Higher Education Panel [2020 Coursera Virtual Conference]
Coursera Beginner 6y ago
Neural Networks from Scratch - P.3 The Dot Product
ML Fundamentals
Neural Networks from Scratch - P.3 The Dot Product
sentdex Beginner 6y ago
Intro to Deep Learning -- Student Presentations, Day 1 [Stat453, SS20]
ML Fundamentals
Intro to Deep Learning -- Student Presentations, Day 1 [Stat453, SS20]
Sebastian Raschka Beginner 6y ago
Spam Classifier using Naive Bayes in Python
ML Fundamentals ⚡ AI Lesson
Spam Classifier using Naive Bayes in Python
Aladdin Persson Beginner 6y ago
[Rant] The Male Only History of Deep Learning
ML Fundamentals ⚡ AI Lesson
[Rant] The Male Only History of Deep Learning
Yannic Kilcher Beginner 6y ago
Python Tutorial: Fraud detection algorithms in action
ML Fundamentals
Python Tutorial: Fraud detection algorithms in action
DataCamp Beginner 6y ago
Python Tutorial: Introduction to fraud detection
ML Fundamentals
Python Tutorial: Introduction to fraud detection
DataCamp Beginner 6y ago
FAKE NEWS CLASSIFIER WITH MACHINE LEARNING ALGORITHMS USING Natural Language Processing- PART 1
ML Fundamentals
FAKE NEWS CLASSIFIER WITH MACHINE LEARNING ALGORITHMS USING Natural Language Processing- PART 1
Krish Naik Beginner 5y ago
Part 5: Singular Values and Singular Vectors
ML Fundamentals
Part 5: Singular Values and Singular Vectors
MIT OpenCourseWare Beginner 5y ago
Machine Learning-Bias And Variance In Depth Intuition| Overfitting Underfitting
ML Fundamentals
Machine Learning-Bias And Variance In Depth Intuition| Overfitting Underfitting
Krish Naik Beginner 5y ago
Different mentalities between ML engineers and Data Scientists
ML Fundamentals
Different mentalities between ML engineers and Data Scientists
MLOps.community Beginner 5y ago
Evolution of data scientist titles and roles
ML Fundamentals
Evolution of data scientist titles and roles
MLOps.community Beginner 5y ago
Qualities to look for in an ML engineer
ML Fundamentals
Qualities to look for in an ML engineer
MLOps.community Beginner 5y ago
Maths Intuition Behind Support Vector Machine Part 2 | Machine Learning Data Science
ML Fundamentals
Maths Intuition Behind Support Vector Machine Part 2 | Machine Learning Data Science
Krish Naik Beginner 5y ago
How To Develop Multi Output Regression Models With Python- Machine Learning
ML Fundamentals
How To Develop Multi Output Regression Models With Python- Machine Learning
Krish Naik Beginner 5y ago
Support Vector Machine (SVM) Basic Intuition- Part 1| Machine Learning
ML Fundamentals
Support Vector Machine (SVM) Basic Intuition- Part 1| Machine Learning
Krish Naik Beginner 5y ago
How To visualize Decision Tree In Random Forest- Machine Learning
ML Fundamentals
How To visualize Decision Tree In Random Forest- Machine Learning
Krish Naik Beginner 5y ago
Easy Way To Visualize Decision Tree- Machine Learning Algorithm
ML Fundamentals
Easy Way To Visualize Decision Tree- Machine Learning Algorithm
Krish Naik Beginner 5y ago
Automate Anomaly Detection Using Pycaret -Data Science And Machine Learning
ML Fundamentals
Automate Anomaly Detection Using Pycaret -Data Science And Machine Learning
Krish Naik Beginner 6y ago
Coursera for Campus: Supporting Universities During COVID-19 [2020 Coursera Virtual Conference]
ML Fundamentals
Coursera for Campus: Supporting Universities During COVID-19 [2020 Coursera Virtual Conference]
Coursera Beginner 6y ago
Coursera Keynote from Jeff Maggioncalda, Coursera CEO  [2020 Coursera Virtual Conference]
ML Fundamentals
Coursera Keynote from Jeff Maggioncalda, Coursera CEO [2020 Coursera Virtual Conference]
Coursera Beginner 6y ago
Step By Step Process To Learn Machine Learning Algorithm Efficiently
ML Fundamentals
Step By Step Process To Learn Machine Learning Algorithm Efficiently
Krish Naik Beginner 6y ago
MLOps meetup #7 Alex Spanos // TrueLayer 's MLOps Pipeline
ML Fundamentals
MLOps meetup #7 Alex Spanos // TrueLayer 's MLOps Pipeline
MLOps.community Beginner 6y ago
3rd wave of data scientists
ML Fundamentals ⚡ AI Lesson
3rd wave of data scientists
MLOps.community Beginner 6y ago
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