Data Science Projects with Python A case study approach to gaining valuable insights from real data with machine learning Full Book PDF 2022
Description:
This is the most comprehensive online course for learning Python, Data Science and Machine Learning. Join us now to learn and master these topics!
What is in this course?
Welcome to the most comprehensive online course to learn Data Science and Machine Learning! This MasterClass has been designed to set up what seems to be the best way to go from zero to hero for Data Science and Machine Learning with Python! This course is designed for a person who already knows a little about the Python language and is ready to immerse himself in the use of these Python skills for Data Science and Machine Learning. The typical starting salary of a data scientist can easily exceed 100,000 euros annually, and we have created this course to help guide learners towards learning a set of skills that will make them extremely interesting (and attractive!) in the world of work today. We’ll cover everything you need to know about the complete Data Science and Machine Learning tech stack (technical skills) required in the best companies in the world. Our students got jobs at McKinsey, Facebook, Amazon, Google, Apple, Asana and other big tech companies! We have structured the course based on our experience of online (and face-to-face) teaching in order to propose a clear and structured approach. This will guide you to understand not only how to use the popular libraries of Data Science and Machine Learning, but also why and when we use them. This course is a perfect balance between real-world case studies and the mathematical theory behind Machine Learning algorithms = 50% Theoretical (concepts and mathematics) - 50% Practical (Python code implementation) We will cover advanced machine learning algorithms that most other courses don’t cover! Including the latest advanced regularization methods and unsupervised learning methods, such as DBSCAN. This comprehensive course is designed to match the Bootcamps, which generally cost thousands of euros.
It will include the following topics:
Programming with Python:
NumPy with Python Pandas comprehensive learning for data analysis Complete understanding of the Matplotlib programming library Seaborn in-depth learning for data visualizations Machine Learning with Scikit-Learn We are extremely grateful for the chance we have to be able to teach you subjects that we are passionate about, such as Data Science and Machine Learning!
Who is this course for? Python developers beginners interested in machine learning (Machine Learning) Beginner Python developers interested in data science (Data Science) Anyone wishing to learn in depth Data Science + Machine Learning