Data Science from Scratch: First Principles with Python, Joel Grus 2019 Re-release, updated for Python 3.6. The author is an AI researcher at the Allen Institute for AI and a former Google engineer. This book covers the basics of linear algebra, statistics, and probability and how and when they are used in data science with
We have collected literature in one collection for both beginners in IT and experienced programmers, which will help to improve the base, expand knowledge in the field of mathematics and ML, teach you how to pass interviews and “survive” in the office. Computer Science Distilled: Learn the Art of Solving Computational Problems A short and
1. Mark Lutz “Learning Python” Many experienced developers recommend starting to learn Python with this book, as it contains information that gives the most complete understanding of both the language and programming in general. Answers not only the question “how?”, but also “why?”. Advantages: 2. Eric Mathiz “Learning Python. Game programming, data visualization, web applications
What is a UX strategy in simple words: UX strategy is a systematic approach to the development of a design solution: both a specific application and all contact points and lines of communication of the company – all value exchange chains (and their links) between the company and clients. What is the value of UX strategy
Exercise addiction can lead to serious physical and psychological problems. Although exercise and exercise can improve your health and mood, overdoing it can lead to addiction. A person becomes unable to control his workouts and experiences an uncontrollable desire to constantly exercise. Primary exercise addiction occurs when there is excessive physical exertion without an eating
Many people, striving for a healthy lifestyle, begin to consume foods free of lactose, gluten and fat. However, not everyone knows that such products may not be as healthy as they are marketed to be. Some manufacturers use marketing tactics to promote their products, emphasizing their “harmlessness.”. Doctors and nutritionists note that eating foods free
Of course, the most important stage in website promotion is filling the resource with voluminous text material optimized for specific search words and phrases. Currently, competition between sites of the same topic on the Internet has reached its peak. Websites rise and fall, and this is a constant struggle, which creates favorable conditions for the
Your WordPress site can be slow for a variety of reasons, including a bloated database running in the background. To solve this problem, professional WordPress maintenance includes regular database optimization. This allows you to remove unnecessary data, as well as correct errors and inconsistencies in the database. Optimizing your WordPress database does not require any
Learning Frontend is difficult. This field is growing rapidly, and it’s easy to get lost in the dozens of frameworks, libraries, and tools. To grow as a front-end developer, you must strip away the unnecessary stuff and focus on what matters. 1. Make a plan You know your goal: to become the best front-end developer.
