Machine Learning Resources for College & Adult

Explore 15 curated machine learning learning resources designed for College & Adult students. Browse curricula, apps, videos, worksheets, and more to find the perfect fit for your learner.

Data Mining: Practical Machine Learning Tools and Techniques

Provides a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques to your data mining projects Offers concrete tips and techniques for performance improvement that work by transforming the in...

Introduction to Data Science - Codecademy

Explore data science fundamentals including data analysis, visualization, statistics, and Python tools through Codecademy's interactive platform.

Machine Learning for Everyone

An introduction to machine learning with no coding involved.

Introduction to AI/ML Toolkits with Kubeflow (LFS147)

Explore the origins, deployment options, individual components and common integrations of Kubeflow.

Machine Learning - Data Scientist Path

This path is designed for learners skilled in math, statistics, and analysis who want become machine learning (ML) subject matter experts within their organization. Progress through fundamental, intermediate, and advanced courses to learn how machine...

Learn ML

To become an expert in machine learning, you first need a strong foundation in four learning areas : coding, math, ML theory, and how to build your own ML project from start to finish. Begin with TensorFlow's curated curriculums to improve these fou...

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Machine Learning for Data Analysis

Are you interested in predicting future outcomes using your data? This course helps you do just that! Machine learning is the process of developing, testing, and applying predictive algorithms to achieve this goal. Make sure to familiarize yourself w...

Machine Learning Foundations: A Case Study Approach

Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with specialists about anything from regression and classifi...

Machine Learning: Classification

Case Studies: Analyzing Sentiment & Loan Default Prediction In our case study on analyzing sentiment, you will create models that predict a class (positive/negative sentiment) from input features (text of the reviews, user profile information,&#8...

Machine Learning Capstone: An Intelligent Application with Deep Learning

About this Course Have you ever wondered how a product recommender is built? How you can infer the underlying sentiment from reviews? How you can extract information from images to find visually-similar products to recommend? How you construct an ap...

Machine Learning: Recommender Systems & Dimensionality Reduction

About this Course Case Study: Recommending Products How does Amazon recommend products you might be interested in purchasing? How does Netflix decide which movies or TV shows you might want to watch? What if you are a new user, should Netflix just r...

Machine Learning: Regression

Case Study - Predicting Housing Prices In our first case study, predicting house prices, you will create models that predict a continuous value (price) from input features (square footage, number of bedrooms and bathrooms,…). This is just...

Machine Learning - Developer Path

This path is designed for builders and software developers who want to use machine learning (ML) and artificial intelligence (AI) to better partner with data scientists and innovate with machine learning technologies. Progress from fundamental to adv...

Practical Machine Learning

One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The...

Machine Learning with Python

Machine learning has many practical applications that you can use in your projects or on the job. In the Machine Learning with Python Certification, you'll use the TensorFlow framework to build several neural networks and explore more advanced tech...