This specialization is structured to guide learners from foundational data analysis skills to advanced techniques, ensuring a logical progression from basics to application.
The first course in the path introduces Python fundamentals and the core concepts of pandas, equipping learners with the tools to set up environments and manipulate data. The next stage builds on this foundation, focusing on intermediate data manipulation, text processing, and complex data aggregation.
The final course in this specialization advances learners' abilities by covering data visualization techniques and advanced pandas features, enabling them to present insights effectively. Throughout, the specialization emphasizes practical application and structured learning, preparing learners to work confidently with real-world data.
This specialization is based on the course, Data Analysis with Pandas and Python, by Boris Paskhaver.
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Packt is in Tier 5: mass-produced or unclear of our institution ranking (40/100). Thousands of courses turned out quickly; check reviews first.
This is CS50P, CS50's Introduction to Programming with Python. Register for free at https://cs50.edx.org/python. Slides and source code at https://cs50.harvard.edu/python. Playlist at https://www.youtube.com/playlist?list=PLhQjrBD2T3817j24-GogXmWqO5Q5vYy0V. An introduction to programming using a la…
Instructor: Ana Bell View the complete course: https://ocw.mit.edu/courses/6-100l-introduction-to-cs-and-programming-using-python-fall-2022/ *Note: Lectures 6, 10 have been updated! This subject is aimed at students with little to no programming experience. It aims to provide students with an under…
This is CS50W, CS50's Web Programming with Python and JavaScript. Register for free at https://cs50.edx.org/web. Slides and source code at https://cs50.harvard.edu/web. This course picks up where Harvard University’s CS50 leaves off, diving more deeply into the design and implementation of web apps…
This course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain exposure to the theory beh…
This course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain exposure to the theory beh…
View the complete course: http://ocw.mit.edu/18-S997F11 Instructor: Yossi Farjoun This course is intended to assist undergraduates with learning the basics of programming in general and programming MATLAB® in particular. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/term…
