Foundations

ML Fundamentals

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

9841
videos
AI Workflow: AI in Production
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
AI Workflow: AI in Production
Coursera Beginner Opens on Coursera ↗
Introduction to NLP and Syntactic Processing
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Introduction to NLP and Syntactic Processing
Coursera Intermediate Opens on Coursera ↗
Analyze and Build Deep Learning Models with TensorFlow
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Analyze and Build Deep Learning Models with TensorFlow
Coursera Intermediate Opens on Coursera ↗
AI Workflow: Machine Learning, Visual Recognition and NLP
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
AI Workflow: Machine Learning, Visual Recognition and NLP
Coursera Intermediate Opens on Coursera ↗
Python Basics: Create a Guessing Number Game from Scratch
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Python Basics: Create a Guessing Number Game from Scratch
Coursera Beginner Opens on Coursera ↗
Python Essentials for MLOps
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Python Essentials for MLOps
Coursera Beginner Opens on Coursera ↗
Mask Detector with Python & TensorFlow: Build & Deploy
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Mask Detector with Python & TensorFlow: Build & Deploy
Coursera Intermediate Opens on Coursera ↗
Calculus through Data & Modelling: Vector Calculus
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Calculus through Data & Modelling: Vector Calculus
Coursera Intermediate Opens on Coursera ↗
Encoder-Decoder Architecture
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Encoder-Decoder Architecture
Coursera Intermediate Opens on Coursera ↗
MLOps in R: Deploying machine learning models using vetiver
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
MLOps in R: Deploying machine learning models using vetiver
Coursera Intermediate Opens on Coursera ↗
Math for AI Beginner Part 2 : Vector Calulus
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Math for AI Beginner Part 2 : Vector Calulus
Coursera Beginner Opens on Coursera ↗
Machine Learning With Big Data
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Machine Learning With Big Data
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Physics of Light and Materials
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Physics of Light and Materials
Coursera Beginner Opens on Coursera ↗
Develop a Movie Recommendation Engine
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Develop a Movie Recommendation Engine
Coursera Beginner Opens on Coursera ↗
Diabetes Disease Detection with XG-Boost and Neural Networks
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Diabetes Disease Detection with XG-Boost and Neural Networks
Coursera Intermediate Opens on Coursera ↗
Semantic Segmentation with Amazon Sagemaker
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Semantic Segmentation with Amazon Sagemaker
Coursera Intermediate Opens on Coursera ↗
Microsoft Azure - Basics
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Microsoft Azure - Basics
Coursera Intermediate Opens on Coursera ↗
Deploy ML Models to Production
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Deploy ML Models to Production
Coursera Intermediate Opens on Coursera ↗
Create Machine Learning Models in Microsoft Azure
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Create Machine Learning Models in Microsoft Azure
Coursera Beginner Opens on Coursera ↗
Genomic Data Science and Clustering (Bioinformatics V)
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Genomic Data Science and Clustering (Bioinformatics V)
Coursera Beginner Opens on Coursera ↗
Practical Machine Learning on H2O
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Practical Machine Learning on H2O
Coursera Beginner Opens on Coursera ↗
Análisis exploratorio de datos con Python y Pandas
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Análisis exploratorio de datos con Python y Pandas
Coursera Beginner Opens on Coursera ↗
Data Mining in Python
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Data Mining in Python
Coursera Beginner Opens on Coursera ↗
Doğrusal Cebir II: Kare Matrisler, Hesaplama Yöntemleri ve Uygulamalar / Linear Algebra II: Square Matrices, Calculation Methods and Applications
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Doğrusal Cebir II: Kare Matrisler, Hesaplama Yöntemleri ve Uygulamalar / Linear Algebra II: Square Matrices, Calculation Methods and Applications
Coursera Intermediate Opens on Coursera ↗