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
Tensorboard Introduction | Deep Learning Tutorial 16 (Tensorflow2.0, Keras & Python)
ML Fundamentals ⚡ AI Lesson
Tensorboard Introduction | Deep Learning Tutorial 16 (Tensorflow2.0, Keras & Python)
codebasics Beginner 5y ago
Tutorial 4-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Uploading Files In S3 Bucket
ML Fundamentals
Tutorial 4-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Uploading Files In S3 Bucket
Krish Naik Beginner 5y ago
Tutorial 3-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Creating S3 Buckets
ML Fundamentals
Tutorial 3-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Creating S3 Buckets
Krish Naik Beginner 5y ago
Machine Learning as a Software Engineering Discipline with Dillon Erb - #404
ML Fundamentals ⚡ AI Lesson
Machine Learning as a Software Engineering Discipline with Dillon Erb - #404
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Jeremy Howard — The Story of fast.ai and Why Python Is Not the Future of ML
ML Fundamentals
Jeremy Howard — The Story of fast.ai and Why Python Is Not the Future of ML
Weights & Biases Beginner 5y ago
TensorFlow Tutorial 14 - Callbacks with Keras and Writing Custom Callbacks
ML Fundamentals ⚡ AI Lesson
TensorFlow Tutorial 14 - Callbacks with Keras and Writing Custom Callbacks
Aladdin Persson Beginner 5y ago
TensorFlow Tutorial 13 - Data Augmentation
ML Fundamentals
TensorFlow Tutorial 13 - Data Augmentation
Aladdin Persson Beginner 5y ago
Chain Rule | Deep Learning Tutorial 15 (Tensorflow2.0, Keras & Python)
ML Fundamentals ⚡ AI Lesson
Chain Rule | Deep Learning Tutorial 15 (Tensorflow2.0, Keras & Python)
codebasics Beginner 5y ago
Pie & AI: Kigali, Rwanda: Breaking into AI
ML Fundamentals
Pie & AI: Kigali, Rwanda: Breaking into AI
Deep Learning Revision Beginner 5y ago
A Complete Overview of Quicksort (Data Structures & Algorithms #11)
ML Fundamentals
A Complete Overview of Quicksort (Data Structures & Algorithms #11)
CS Dojo Beginner 5y ago
Docker For Data Scientists
ML Fundamentals ⚡ AI Lesson
Docker For Data Scientists
Abhishek Thakur Beginner 5y ago
NLP Text Sentiment Classification w/o training data - Hugging Face Zero-Shot pipeline in Python
ML Fundamentals
NLP Text Sentiment Classification w/o training data - Hugging Face Zero-Shot pipeline in Python
1littlecoder Beginner 5y ago
handwritten.js - Convert typed text to realistic handwriting PDF JPEG Image
ML Fundamentals
handwritten.js - Convert typed text to realistic handwriting PDF JPEG Image
1littlecoder Beginner 5y ago
Are you a student? If yes, this is the best data science project for you!
ML Fundamentals ⚡ AI Lesson
Are you a student? If yes, this is the best data science project for you!
Tina Huang Beginner 5y ago
Three Decades of Practising Data Science | Interview with Dean Abbott
ML Fundamentals
Three Decades of Practising Data Science | Interview with Dean Abbott
Harshit Tyagi Beginner 5y ago
The Loss is a Unit Test with Charles Frye
ML Fundamentals
The Loss is a Unit Test with Charles Frye
Weights & Biases Beginner 5y ago
Introduction to Probability | 365 Data Science Online Course
ML Fundamentals ⚡ AI Lesson
Introduction to Probability | 365 Data Science Online Course
365 Data Science Beginner 5y ago
Dive into Deep Learning (Study Group): Preliminaries | Session 2
ML Fundamentals
Dive into Deep Learning (Study Group): Preliminaries | Session 2
Elvis Saravia Beginner 5y ago
Talks # 9: Vladimir Iglovikov; Detecting Masked Faces In The Pandemic World
ML Fundamentals
Talks # 9: Vladimir Iglovikov; Detecting Masked Faces In The Pandemic World
Abhishek Thakur Beginner 5y ago
The ultimate intro to Graph Neural Networks. Maybe.
ML Fundamentals
The ultimate intro to Graph Neural Networks. Maybe.
AI Coffee Break with Letitia Beginner 5y ago
NVIDIA PhysicsNeMo - Accelerating Scientific & Engineering Simulation Workflows with AI
ML Fundamentals
NVIDIA PhysicsNeMo - Accelerating Scientific & Engineering Simulation Workflows with AI
NVIDIA Developer Beginner 5y ago
MLOps Meetup #29 / Scaling ML Capabilities in Large Organizations // Bertjan Broeksema & Axel Goblet
ML Fundamentals ⚡ AI Lesson
MLOps Meetup #29 / Scaling ML Capabilities in Large Organizations // Bertjan Broeksema & Axel Goblet
MLOps.community Beginner 5y ago
Russ Tedrake: Underactuated Robotics, Control, Dynamics and Touch | Lex Fridman Podcast #114
ML Fundamentals ⚡ AI Lesson
Russ Tedrake: Underactuated Robotics, Control, Dynamics and Touch | Lex Fridman Podcast #114
Lex Fridman Beginner 5y ago
Tutorial 2-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Creating Notebook Instance
ML Fundamentals
Tutorial 2-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Creating Notebook Instance
Krish Naik Beginner 5y ago
Silhouette (clustering)- Validating Clustering Models- Unsupervised Machine Learning
ML Fundamentals
Silhouette (clustering)- Validating Clustering Models- Unsupervised Machine Learning
Krish Naik Beginner 5y ago
Live - Successful Transition Story Of SAP Consultant To Data Scientist
ML Fundamentals
Live - Successful Transition Story Of SAP Consultant To Data Scientist
Krish Naik Beginner 5y ago
TensorFlow Tutorial 12 - TensorFlow Datasets
ML Fundamentals
TensorFlow Tutorial 12 - TensorFlow Datasets
Aladdin Persson Beginner 5y ago
Building 3500$ Deep Learning Workstation | Deep Learning PC build From Scratch
ML Fundamentals ⚡ AI Lesson
Building 3500$ Deep Learning Workstation | Deep Learning PC build From Scratch
codebasics Beginner 5y ago
Finally Built My Deep Learning And Gaming Workstation With Nvidia Titan RTX GPU 🔥🔥🔥🔥🔥- It's A Beast🔥
ML Fundamentals
Finally Built My Deep Learning And Gaming Workstation With Nvidia Titan RTX GPU 🔥🔥🔥🔥🔥- It's A Beast🔥
Krish Naik Beginner 5y ago
TensorFlow Tutorial 11 - Transfer Learning, Fine Tuning and TensorFlow Hub
ML Fundamentals ⚡ AI Lesson
TensorFlow Tutorial 11 - Transfer Learning, Fine Tuning and TensorFlow Hub
Aladdin Persson Beginner 5y ago
W&B Deep Learning Salon
ML Fundamentals
W&B Deep Learning Salon
Weights & Biases Beginner 5y ago
Stochastic Gradient Descent vs Batch Gradient Descent vs Mini Batch Gradient Descent |DL Tutorial 14
ML Fundamentals
Stochastic Gradient Descent vs Batch Gradient Descent vs Mini Batch Gradient Descent |DL Tutorial 14
codebasics Beginner 5y ago
Live Project Developing AI Advertisement Platform Using Deep Learning
ML Fundamentals
Live Project Developing AI Advertisement Platform Using Deep Learning
Krish Naik Beginner 5y ago
TensorFlow Tutorial 10 - Saving and Loading Models
ML Fundamentals ⚡ AI Lesson
TensorFlow Tutorial 10 - Saving and Loading Models
Aladdin Persson Beginner 5y ago
TensorFlow Tutorial 9 - Custom Layers
ML Fundamentals
TensorFlow Tutorial 9 - Custom Layers
Aladdin Persson Beginner 5y ago
Implement Neural Network In Python | Deep Learning Tutorial 13 (Tensorflow2.0, Keras & Python)
ML Fundamentals
Implement Neural Network In Python | Deep Learning Tutorial 13 (Tensorflow2.0, Keras & Python)
codebasics Beginner 5y ago
Loss or Cost Function | Deep Learning Tutorial 11 (Tensorflow Tutorial, Keras & Python)
ML Fundamentals ⚡ AI Lesson
Loss or Cost Function | Deep Learning Tutorial 11 (Tensorflow Tutorial, Keras & Python)
codebasics Beginner 5y ago
Gradient Descent For Neural Network | Deep Learning Tutorial 12 (Tensorflow2.0, Keras & Python)
ML Fundamentals
Gradient Descent For Neural Network | Deep Learning Tutorial 12 (Tensorflow2.0, Keras & Python)
codebasics Beginner 5y ago
TensorFlow Tutorial 7 - More in Depth Example on Functional API
ML Fundamentals ⚡ AI Lesson
TensorFlow Tutorial 7 - More in Depth Example on Functional API
Aladdin Persson Beginner 5y ago
I just got access to GitHub's Codespaces and it's amazing!
ML Fundamentals ⚡ AI Lesson
I just got access to GitHub's Codespaces and it's amazing!
Abhishek Thakur Beginner 5y ago
TensorFlow Tutorial 6 - RNNs, GRUs, LSTMs and Bidirectionality
ML Fundamentals
TensorFlow Tutorial 6 - RNNs, GRUs, LSTMs and Bidirectionality
Aladdin Persson Beginner 5y ago
Live Interview Of Lakshay For Data Science- Commerce And Statistics Background
ML Fundamentals
Live Interview Of Lakshay For Data Science- Commerce And Statistics Background
Krish Naik Beginner 5y ago
TensorFlow Tutorial 5 - Adding Regularization with L2 and Dropout
ML Fundamentals
TensorFlow Tutorial 5 - Adding Regularization with L2 and Dropout
Aladdin Persson Beginner 5y ago
TensorFlow Tutorial 4 - Convolutional Neural Networks with Sequential and Functional API
ML Fundamentals ⚡ AI Lesson
TensorFlow Tutorial 4 - Convolutional Neural Networks with Sequential and Functional API
Aladdin Persson Beginner 5y ago
How to use Advanced Google Search to extract Email Ids from Linkedin
ML Fundamentals
How to use Advanced Google Search to extract Email Ids from Linkedin
1littlecoder Beginner 5y ago
TensorFlow Tutorial 3 - Neural Networks with Sequential and Functional API
ML Fundamentals
TensorFlow Tutorial 3 - Neural Networks with Sequential and Functional API
Aladdin Persson Beginner 5y ago
Live Data Science Q&A With Krish And Sudhanshu- Give Away ML for Deployment+Internships For Women
ML Fundamentals
Live Data Science Q&A With Krish And Sudhanshu- Give Away ML for Deployment+Internships For Women
Krish Naik Beginner 5y ago
TensorFlow Tutorial 2 - Tensor Basics
ML Fundamentals
TensorFlow Tutorial 2 - Tensor Basics
Aladdin Persson Beginner 5y ago
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Cyber Security: Application of AI
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