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Manning - Six Small Algorithm Projects With Python
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Algorithms are the foundations of computer science. In this series of liveProjects, you’ll watch as an expert uses specific algorithms to solve important programming problems.
Six Small Algorithm Projects with Python is one of the most popular series on Manning’s liveProject platform. Working though the series by hand takes weeks, but now there’s a simpler way. In this series of videos, experienced data science lecturer Charles Rice guides you through the entire series, bringing you all the lessons in a fraction of the time.
As you watch, you’ll learn how to use recursion to draw complex shapes, search linked data structures, and layout and draw trees. You’ll learn how to use network algorithms to find shortest paths and assign employees to jobs. As you master the projects in this series, you’ll gain an understanding of a variety of algorithmic topics, data structures, and general programming techniques.
Charles Rice, video presenter
Charles Rice is a Senior Data Science Instructor with the Flatiron School. He has worked in data science education for nearly a decade, teaching machine learning and statistical analysis to hundreds of students in the United States and abroad. In industry, he has worked as a Research Engineer for BlockScience, a blockchain R&D consultancy, and consults on data science and engineering for several FinTech organizations. He is a CompTIA Subject Matter Expert for the forthcoming DataX certification exam. Before getting into code and machine learning, he worked as a journalist and corporate communications professional.
Rod Stephens, series author
Rod Stephens started out as a mathematician but discovered the fun of algorithms and has been programming ever since. Rod was a Microsoft Visual Basic Most Valuable Professional (MVP) for 15 years, has spoken to user groups and conferences, and has taught introductory programming courses. He has written more than 35 books including Essential Algorithms: A Practical Approach to Computer Algorithms Using Python and C# and Beginning Software Engineering, both of which include material related to this series of liveProjects.
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FILE LIST
Filename
Size
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/Project 1 Trees/001. Milestone 1 - Node Classes.mp4
50.1 MB
~Get Your Files Here !/Project 1 Trees/002. Milestone 2 - Outline Views.mp4
38.8 MB
~Get Your Files Here !/Project 1 Trees/003. Milestone 3 - Exhaustive Search.mp4
38.8 MB
~Get Your Files Here !/Project 1 Trees/004. Milestone 4 - Traversals.mp4
44.7 MB
~Get Your Files Here !/Project 1 Trees/005. Milestone 5 - Drawing.mp4
86.7 MB
~Get Your Files Here !/Project 1 Trees/006. Milestone 6 - Org Charts.mp4
33.1 MB
~Get Your Files Here !/Project 1 Trees/007. Milestone 7 - Updating Sorted Trees.mp4
53.8 MB
~Get Your Files Here !/Project 2 Shortest Paths/001. Milestone 1 - Network Classes.mp4
59.2 MB
~Get Your Files Here !/Project 2 Shortest Paths/002. Milestone 2 - Drawing Networks.mp4
31.3 MB
~Get Your Files Here !/Project 2 Shortest Paths/003. Milestone 3 - Test Networks.mp4
28.1 MB
~Get Your Files Here !/Project 2 Shortest Paths/004. Milestone 4 - Selecting Nodes.mp4
35.3 MB
~Get Your Files Here !/Project 2 Shortest Paths/005. Milestone 5 - Shortest Paths.mp4
65.9 MB
~Get Your Files Here !/Project 3 Scheduling/001. Milestone 1 - Topological Sorting.mp4
46.9 MB
~Get Your Files Here !/Project 3 Scheduling/002. Milestone 2 - PERT Charts.mp4
37.4 MB
~Get Your Files Here !/Project 3 Scheduling/003. Milestone 3 - Critical Paths.mp4
33.6 MB
~Get Your Files Here !/Project 3 Scheduling/004. Milestone 4 - Gantt Charts.mp4
30.8 MB
~Get Your Files Here !/Project 4 Image Processing/001. Milestone 1 - File.mp4
53.8 MB
~Get Your Files Here !/Project 4 Image Processing/002. Milestone 2 - Geometry.mp4
41.1 MB
~Get Your Files Here !/Project 4 Image Processing/003. Milestone 3 - Point Operations.mp4
46 MB
~Get Your Files Here !/Project 4 Image Processing/004. Milestone 4 - Enhancements.mp4
16 MB
~Get Your Files Here !/Project 4 Image Processing/005. Milestone 5 - ImageOps.mp4
12 MB
~Get Your Files Here !/Project 4 Image Processing/006. Milestone 6 - Filters.mp4
29.6 MB
~Get Your Files Here !/Project 4 Image Processing/007. Milestone 7 - Custom Kernels.mp4
32.7 MB
~Get Your Files Here !/Project 4 Image Processing/008. Milestone 8 - Special.mp4
39.9 MB
~Get Your Files Here !/Project 5 Work Assignment/001. Milestone 1 - Generating Test Networks.mp4
34.8 MB
~Get Your Files Here !/Project 5 Work Assignment/002. Milestone 2 - Finding Maximal Flows.mp4
70.9 MB
~Get Your Files Here !/Project 5 Work Assignment/003. Milestone 3 - Assigning Jobs.mp4
50.8 MB
~Get Your Files Here !/Project 6 Fractals/001. Milestone 1 - Recursive Line-Drawing Fractals.mp4
72.1 MB
~Get Your Files Here !/Project 6 Fractals/002. Milestone 2 - Strange Attractors.mp4
48.4 MB
~Get Your Files Here !/Project 6 Fractals/003. Milestone 3 - Escape-Time Fractals.mp4