Deep Learning 101: Getting Started with Neural Networks
Featured Course

Deep Learning 101: Getting Started with Neural Networks

Learn the fundamentals of deep neural networks, including selecting architecture and training algorithms.

⏰ 4 h 38 min | 11 lessons
Published: December 2023
4.61

AI in the Wild

Dive into our data science, machine learning, and AI courses, exploring topics like deep neural networks and uncertainty quantification. Master "AI in the Wild" with our hands-on curriculum focused on real-world, messy data.

We aim to train practical machine learning engineers, combining strong theoretical foundations with real-world applications. Unlock your potential and harness AI's power through our expert-led courses.

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Getting Started in Machine Learning

Getting Started in Machine Learning

Learn key machine learning concepts and build a strong foundation for future learning.

Using General Linear Models for Machine Learning

Using General Linear Models for Machine Learning

Understanding linear models is the key to unlocking the full power of machine learning.

The Kernel Trick: A first look at flexible machine learning

The Kernel Trick: A first look at flexible machine learning

Outsourcing the Guesswork: A Dive into the Kernel Trick and Support Vector Machines.

Tree-based algorithms: Random Forests and Gradient Boosted Trees

Tree-based algorithms: Random Forests and Gradient Boosted Trees

Gold Standard Algorithms: Harnessing the Power of Random Forests and Gradient-Boosted Models.

INTERMEDIATE

An Introduction to Bayesian Uncertainty Quantification

An Introduction to Bayesian Uncertainty Quantification

If you want to deploy AI with confidence, then you need Uncertainty Quantification (UQ).

INTERMEDIATE

AI Ethics: Fairness and Balance in Modern Machine Learning

AI Ethics: Fairness and Balance in Modern Machine Learning

Exploring Boundaries and Unraveling the Ethical Dimensions of AI and Machine Learning.

Deep Learning 101: Getting Started with Neural Networks

Deep Learning 101: Getting Started with Neural Networks

Learn the fundamentals of deep neural networks, including selecting architecture and training algorithms.

Using TensorFlow to Build a Production-Ready Neural Network-Powered Web App

Using TensorFlow to Build a Production-Ready Neural Network-Powered Web App

Build, Train and Deploy a Convolutional Neural Network Image Classifier.

INTERMEDIATE

Strategies and Techniques for Data Cleaning in Excel and Python

Strategies and Techniques for Data Cleaning in Excel and Python

Master essential data cleaning techniques and turn messy data into a valuable resource with effective cleaning techniques in Excel and Python.

Pre-flight checks - Getting Started & Python Basics

Pre-flight checks - Getting Started & Python Basics

Get your coding environment set up and learn the basics of Python.