Failed My First Data Science Project! DIY Data Science Part 5

coming towards the end of my DIY Data Science series I completed a multitude of courses and some beginner Kaggle competitions. I attempted to do a project on my own from beginning to end but along the way, I realized that I would have data leakage problems! The project was a failure but I think that the macro DIY Data SCience was a success! An open one and unfinished one at that.

Note this is the fifth video in DIY data science so be sure to go back and watch the other episodes! I am still working on the style of the videos but I think I am improving.

Thanks, I appreciate the watch.

------The Project------
Data science can be a lucrative and rewarding industry to get into but there is a lot to learn! This winter I will teach myself the fundamental programming knowledge needed to pursue the field. Python, Pandas, SQL, data visualization, and some basic machine learning.

To do so I am going to learn from free online classes offered by top university (MOOC's) as well as Kaggle and Youtube. The University of Michigan has a specialization in applied data science, MIT offers The Analytics Edge for free, and Stanford has a SQl course.
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MIT Intro to Comp Sci: https://www.youtube.com/redirect?q=https%3A%2F%2Fwww.edx.org%2Fcourse%2Fintroduction-to-computer-science-and-programming-7&v=AaK_hqLE6Fg&redir_token=QUFFLUhqbEhXN2JKVnJ6WVNuS0FiOFhwcGlHNDdfYnNaZ3xBQ3Jtc0tuYWk4emxaQkZySlhsc3plalVFOTk1T2xDNzJEZGFnN3pJY0lRTmdOeHllQnNXdkFsWFBwSjFJSS1ncDhtMUFCSEpJa3FVRjRabjAtT3lqZVBnRUtrWVZucDd3UnE3UE5hRUNGM2NVcGFZYm9MQlVPaw%3D%3D&event=video_description
U of M Data Science Specialization:https://www.youtube.com/redirect?q=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fdata-science-python&v=AaK_hqLE6Fg&redir_token=QUFFLUhqbk9UQ0ZIS3p3em5KRWNIeUcyZ050MHpQR21iUXxBQ3Jtc0trdUc0UE1PSm1iYm0tYXFBS2pPVVdsRUpNZmZxckh6Z1VJTE1VZjBxNkZtUWc0eThEbUl2SEpoQnNvTC1LZlprcTRDWVhkcnBOalRyUWk3V0phd3hpbC1NUnBBUXRqekh5YndVZmJ5bWkzdW5Kd1ZOWQ%3D%3D&event=video_description
The Analytics Edge MIT:https://www.youtube.com/redirect?q=https%3A%2F%2Focw.mit.edu%2Fcourses%2Fsloan-school-of-management%2F15-071-the-analytics-edge-spring-2017%2Findex.htm&v=AaK_hqLE6Fg&redir_token=QUFFLUhqbFBMUDRQWkIwekF2T3NSY2xhbm1TcmpJVGlvZ3xBQ3Jtc0trNjJwNlNHcU5VekprWWZTUnd3NzJ1NVdLb0hjSHJQV0dIT2ZkOUY3YS0zNW8wb2FuYXdhRUVlNGdUT3NUNlRyT3RvRWhocUZ5MFJ6RzBNZjdSMVk0RG9xLWx2eU0zRE5mQ01WRHR6X0F6UjBKRnAtWQ%3D%3D&event=video_description
SQL Course by Stanford:https:https://www.youtube.com/redirect?q=https%3A%2F%2Fwww.edx.org%2Fcourse%2Fdatabases-5-sql&v=AaK_hqLE6Fg&redir_token=QUFFLUhqazlLOHhtVllRZk1zTnd4am5qMkRxSkNyX0lNQXxBQ3Jtc0tsZVk4b2pocWNYcU95ejRvUFFWMy1jcU1KZGFON2p1ZnJTMXZrRGVrVTg5QlpLMWVjRlpmSWNIb2ZFMVZyZW0tUkd1OElXSlpJcnJUV1E5UmFPbTliQkNPU1ZuZDgydjdoTjExWlNrS29GNlhVT2NhMA%3D%3D&event=video_description
Nand2Tetris(Not DASC but really cool anyway): https://www.youtube.com/redirect?q=https%3A%2F%2Fwww.nand2tetris.org%2F&v=AaK_hqLE6Fg&redir_token=QUFFLUhqbGk4ZjgyeTNrMUVCWjF1bUF0S3ZYMDN3V183UXxBQ3Jtc0tuZ2xfTjl3QzRlMmdSc0lpTGZnUTVWQkZKU1E2TGZhTy04am44Z1pjMllKRDIxLVNWcWloeEZpZmN5emM5LXZQWkt3SlNBSlNfY2hNTkRxYmtkbExfLTNfSFZoa1lWa2ZJWW92TTk0WFQwUHUwT3BFMA%3D%3D&event=video_description

-----Other Awesome Data Science Creators-----
Andrew Mo:https://www.youtube.com/channel/UC23emuGbNM7twofQIrEgPBQ
Ken Jee:https://www.youtube.com/channel/UCiT9RITQ9PW6BhXK0y2jaeg
Data Professor: https://www.youtube.com/channel/UCV8e2g4IWQqK71bbzGDEI4Q


DIY Data Science Part 1 - https://www.youtube.com/watch?v=lNTbxBNEMtk
DIY Data Science Part 2:https://www.youtube.com/watch?v=AaK_hqLE6Fg&t=30s

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