Last Updated on August 21, 2019 The Python ecosystem is growing and may become the dominant platform for machine learning. The primarily rationale for adopting Python for machine learning is because it is a general purpose programming language that you can use both for research and development and in production. In this post you will discover the Python ecosystem for machine learning. Kick-start your project with my new book Machine Learning Mastery With Python, including step-by-step tutorials and the Python source code files for […]

Last Updated on August 21, 2019 You do not need to be a Python developer to get started using the Python ecosystem for machine learning. As a developer who already knows how to program in one or more programming languages, you are able to pick up a new language like Python very quickly. You just need to know a few properties of the language to transfer what you already know to the new language. In this post, you will get a crash […]

Last Updated on August 21, 2019 The scikit-learn library is one of the most popular platforms for everyday machine learning and data science. The reason is because it is built upon Python, a fully featured programming language. But how do you get started with machine learning with scikit-learn. Kevin Markham is a data science trainer who created a series of 9 videos that show you exactly how to get started in machine learning with scikit-learn. In this post you will […]

Last Updated on August 15, 2020 The scikit-learn library is the premiere library for machine learning in Python. The online documentation is quite good but sometimes can feel fragmented or limited by narrow examples. In this post you will discover the book Scikit-Learn Cookbook by Trent Hauck that provides a desktop reference to supplement the online documentation and help you get started with scikit-learn quickly. Kick-start your project with my new book Machine Learning Mastery With Python, including step-by-step tutorials […]

Last Updated on August 21, 2019 You must be able to load your data before you can start your machine learning project. The most common format for machine learning data is CSV files. There are a number of ways to load a CSV file in Python. In this post you will discover the different ways that you can use to load your machine learning data in Python. Kick-start your project with my new book Machine Learning Mastery With Python, including […]

Last Updated on December 11, 2019 You must understand your data in order to get the best results. In this post you will discover 7 recipes that you can use in Python to learn more about your machine learning data. Kick-start your project with my new book Machine Learning Mastery With Python, including step-by-step tutorials and the Python source code files for all examples. Let’s get started. Update Mar/2018: Added alternate link to download the dataset as the original appears […]