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📐 ML Fundamentals

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

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ML Model Deployment: Build a Production API with FastAPI
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ML Fundamentals
ML Model Deployment: Build a Production API with FastAPI
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Visual Perception and the Brain
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ML Fundamentals
Visual Perception and the Brain
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Supervised Machine Learning
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ML Fundamentals
Supervised Machine Learning
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Reproducible Training Data and ML-Ready Data Pipelines
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ML Fundamentals
Reproducible Training Data and ML-Ready Data Pipelines
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Active Machine Learning with Python
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ML Fundamentals
Active Machine Learning with Python
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Golang: Foundations and Variables
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ML Fundamentals
Golang: Foundations and Variables
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Generative AI for NLP with PyTorch Capstone Project
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ML Fundamentals
Generative AI for NLP with PyTorch Capstone Project
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Practical Machine Learning on Databricks
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ML Fundamentals
Practical Machine Learning on Databricks
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Deep Learning Model Engineering and Optimization
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ML Fundamentals
Deep Learning Model Engineering and Optimization
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Mastering Tabular ML: Feature Engineering to Production
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ML Fundamentals
Mastering Tabular ML: Feature Engineering to Production
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Transfer Learning Foundations for AI Models
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ML Fundamentals
Transfer Learning Foundations for AI Models
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Projects, Dialogs, and Electron Features
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ML Fundamentals
Projects, Dialogs, and Electron Features
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Model Deployment and Monitoring
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ML Fundamentals
Model Deployment and Monitoring
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Data Engineering and Spark Foundations for AI and ML
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ML Fundamentals
Data Engineering and Spark Foundations for AI and ML
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Golang: Logic Flow and Data Collections
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ML Fundamentals
Golang: Logic Flow and Data Collections
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Viscoelasticidad en materiales poliméricos. Modelización
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ML Fundamentals
Viscoelasticidad en materiales poliméricos. Modelización
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Deploying Fine-Tuned AI Models
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ML Fundamentals
Deploying Fine-Tuned AI Models
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Introduction to Vehicle Dynamics
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ML Fundamentals
Introduction to Vehicle Dynamics
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Agentic AI Architectures with Patterns, Frameworks and MCP
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ML Fundamentals
Agentic AI Architectures with Patterns, Frameworks and MCP
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Advanced Java APIs and Functional Programming
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ML Fundamentals
Advanced Java APIs and Functional Programming
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Generative AI for Developers - How To Use AI In Your Workday
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ML Fundamentals
Generative AI for Developers - How To Use AI In Your Workday
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Forecasting & Scenario Development with AI
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ML Fundamentals
Forecasting & Scenario Development with AI
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Unstructured Data Engineering for AI
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ML Fundamentals
Unstructured Data Engineering for AI
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Build & Deploy AI with Hugging Face - Hands-On
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ML Fundamentals
Build & Deploy AI with Hugging Face - Hands-On
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MLOps Foundations
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ML Fundamentals
MLOps Foundations
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Generative AI Fundamentals for Beginners
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ML Fundamentals
Generative AI Fundamentals for Beginners
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Core Machine Learning Algorithms and Model Validation
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ML Fundamentals
Core Machine Learning Algorithms and Model Validation
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Custom Deep Learning Model Architecture
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ML Fundamentals
Custom Deep Learning Model Architecture
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Deep Reinforcement Learning: From Theory to Practice
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ML Fundamentals
Deep Reinforcement Learning: From Theory to Practice
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Mastering Classic Reinforcement Learning Algorithms
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ML Fundamentals
Mastering Classic Reinforcement Learning Algorithms
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Java Foundations Bootcamp - Learn by Coding & Quizzes - 2026
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ML Fundamentals
Java Foundations Bootcamp - Learn by Coding & Quizzes - 2026
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Machine Learning: Real-World Applications
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ML Fundamentals
Machine Learning: Real-World Applications
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Dikkat Mekanizması
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ML Fundamentals
Dikkat Mekanizması
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BiteSize Stats: Probability Rules and Bayes Theorem 
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ML Fundamentals
BiteSize Stats: Probability Rules and Bayes Theorem 
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Java Concurrency, Performance, and Networking
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ML Fundamentals
Java Concurrency, Performance, and Networking
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Modern Java Fundamentals & Data Structures
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ML Fundamentals
Modern Java Fundamentals & Data Structures
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Time Series Forecasting with Python: Models to Production
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ML Fundamentals
Time Series Forecasting with Python: Models to Production
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Capstone: Build and Operate an AI-Native Data Platform
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ML Fundamentals
Capstone: Build and Operate an AI-Native Data Platform
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Building and Scaling ML Pipelines
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ML Fundamentals
Building and Scaling ML Pipelines
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Mastering Python for Data Science
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ML Fundamentals
Mastering Python for Data Science
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Convolutional Neural Networks
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ML Fundamentals
Convolutional Neural Networks
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Python: Implement & Evaluate Random Forests for ML
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ML Fundamentals
Python: Implement & Evaluate Random Forests for ML
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Auto Machine Learning (AutoML) Using AutoGluon
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ML Fundamentals
Auto Machine Learning (AutoML) Using AutoGluon
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Applied Unsupervised Learning in Python
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ML Fundamentals
Applied Unsupervised Learning in Python
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Advanced AI and Machine Learning Techniques and Capstone
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ML Fundamentals
Advanced AI and Machine Learning Techniques and Capstone
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Machine Learning
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ML Fundamentals
Machine Learning
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Hyperparameter Tuning with Keras Tuner
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ML Fundamentals
Hyperparameter Tuning with Keras Tuner
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Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
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ML Fundamentals
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
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