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Diploma in Data Science Courses, available in PG Diploma levels, is the most popular data science course available, which is aimed at teaching the basics of data science courses at a short duration of 6-12 months and prepares the students for finding jobs right after class 10th or 12th without having to waste time in full-time data science courses. The world of data analytics is complex and requires a lot of training and experience to master. However, Python does gloss over a lot of necessary computer science concepts, so you will eventually have to learn another language in addition. This well-designed handbook contains a wealth of information. The Data Science Handbook contains candid interviews with 25 of the world’s best data scientists. ... You are encouraged to work through the exercises and experiment with the Python code provided. 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Python Data Science Handbook: Essential Tools for Working with Data. # Summary The text is released under the CC-BY-NC-ND license, and code is released under the MIT license.. The course gives an overview of the data, questions, and tools that data analysts and data scientists work with. 6) Python Data Science Handbook: Essential Tools for Working with Data . Printed copies are available through Lulu. Read them. In the above example, even if arr5 is replicated three times, it will not match the shape of arr2 . Chapter 2 (“Introduction to NumPy”) of Jake VanderPlas’ Python Data Science Handbook; Chapter 4 (“NumPy Basics”) and Chapter 12 (“Advanced NumPy”) of Wes McKinney’s Python for Data Analysis 2nd ed. PDC 1 Certificate in Fundamentals of Data Science Module 1 - Introduction to Statistics for Data Science Module 2 - Introduction to Programming for Data Science Semester Two PDC 2 Certificate in Data Analytics Module 3 - Data Mining Techniques Module 4 - Applied Statistical Methods. 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