Review of Google's Machine Learning Crash Course
This course is pretty much focussed on the core concepts of Machine Learning including some programming exercises, explanation videos by Google …
Embeddings | Machine Learning | Google for Developers
A new and improved version of Machine Learning Crash Course is coming in August 2024.Stay tuned!
Neural Networks: Structure | Machine Learning | Google …
A new and improved version of Machine Learning Crash Course is coming in August 2024.Stay tuned!
Building a Simple RAG Application Using LlamaIndex
In this tutorial, we will explore Retrieval-Augmented Generation (RAG) and the LlamaIndex AI framework. We will learn how to use LlamaIndex to build a RAG-based application for Q&A over the …
Representation: Cleaning Data | Machine Learning | Google …
A new and improved version of Machine Learning Crash Course is coming in August 2024.Stay tuned!
Google Colab
Machine Learning Crash Course uses Colaboratories (Colabs) for all programming exercises. Colab is Google's implementation of Jupyter Notebook.For more information about Colabs and how to use them, go to Welcome to Colaboratory.
Descending into ML: Training and Loss | Machine Learning | Google …
A new and improved version of Machine Learning Crash Course is coming in August 2024.Stay tuned!
How Google does Machine Learning | Coursera
Offered by Google Cloud. This course explores what ML is and what problems it can solve. The course also discusses best practices for ... Enroll for free.
Reducing Loss: Playground Exercise | Machine Learning | Google …
A new and improved version of Machine Learning Crash Course is coming in August 2024. Stay tuned! Home Products ... Playground is a program developed especially for this course to teach machine learning principles. Each Playground exercise in this course includes an embedded playground instance with presets. ... see the …
Generalization: Peril of Overfitting | Machine Learning | Google …
Machine Learning Crash Course focuses instead on empirical evaluation to judge a model's ability to generalize to new data. A machine learning model aims to make good predictions on new, previously unseen data.
Classification: Precision and Recall | Machine Learning | Google …
A new and improved version of Machine Learning Crash Course is coming in August 2024.Stay tuned!
Machine Learning
Learn how to build machine learning solutions with Google AI, explore our principles and research, and discover generative AI tools like Studio Bot.
Reducing Loss: Optimizing Learning Rate | Machine Learning | Google …
A new and improved version of Machine Learning Crash Course is coming in August 2024.Stay tuned!
Apple snubs Nvidia for AI training kit, chooses Google
While most AI orgs clamor for Nvidia GPUs, especially the H100 until Blackwell comes along – and may be eyeing up offerings from AMD, Intel, and others – …
Learn with Google AI: Making ML education available to …
The Learn with Google AI site provides ways to learn about core machine learning concepts, develop and hone your ML skills, and apply ML to real-world problems.
Professional ML Engineer Certification | Learn | Google Cloud
Professional Machine Learning Engineers design, build, & productionize ML models to solve business challenges. Find out how to prepare for the exam.
Feature Crosses | Machine Learning | Google for Developers
A new and improved version of Machine Learning Crash Course is coming in August 2024.Stay tuned!
Learn with Google AI: Making ML education available to …
You're introduced to Vertex AI, a unified platform to quickly build, train, and deploy AutoML machine learning models. The course discusses the five phases of …
Machine learning education | TensorFlow
The Machine Learning Crash Course with TensorFlow APIs is a self-study guide for aspiring machine learning practitioners. It features a series of lessons with video lectures, real-world case studies, and hands-on …
Logistic Regression | Machine Learning | Google for …
A new and improved version of Machine Learning Crash Course is coming in August 2024.Stay tuned!
Review Google Machine Learning Crash Course
The Crash Course is a free and self paced course from Google in an attempt to help close the Machine Learning talent gap. So how does the Google Machine Learning Crash Course stack up …
Classification: Accuracy | Machine Learning | Google for …
A new and improved version of Machine Learning Crash Course is coming in August 2024.Stay tuned!
Introduction to clustering | Machine Learning | Google for …
Introduction to Machine Learning Problem Framing or equivalent. Machine Learning Crash Course, including Working with numerical data and Datasets, generalization, and overfitting, or equivalent. Next
Framing: Key ML Terminology | Machine Learning | Google …
A new and improved version of Machine Learning Crash Course is coming in August 2024.Stay tuned!
Fairness: Types of Bias | Machine Learning | Google for …
A new and improved version of Machine Learning Crash Course is coming in August 2024.Stay tuned!
Regularization for Simplicity: L₂ Regularization | Machine Learning
Machine Learning Crash Course focuses on two common (and somewhat related) ways to think of model complexity: Model complexity as a function of the weights of all the features in the model. Model complexity as a function of the total number of features with nonzero weights.
Neural Networks: Playground Exercises | Machine Learning | Google …
A new and improved version of Machine Learning Crash Course is coming in August 2024.Stay tuned!
Classification: ROC and AUC | Machine Learning | Google …
Learn how to interpret an ROC curve and its AUC value to evaluate a binary classification model over all possible classification thresholds.
Data Preparation and Feature Engineering in ML | Machine Learning
Completed Machine Learning Crash Course. Why Learn About Data Preparation and Feature Engineering? You can think of feature engineering as helping the model to understand the data set in the same way you do. Learners often come to a machine learning course focused on model building, but end up spending much more …
About Machine Learning Crash Course
Machine Learning Crash Course (MLCC) teaches the basics of machine learning through a series of lessons that include:. video lectures from researchers at Google; text written specifically for newcomers to ML; interactive visualizations of algorithms in action
Framing | Machine Learning | Google for Developers
A new and improved version of Machine Learning Crash Course is coming in August 2024.Stay tuned!