Class of October, 2024 – The Junior Data Scientist’s First Month

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100% practical 6-week data science challenge & video course — simulating of being a junior data scientist at a true-to-life startup

Course Content

Welcome!
INTRODUCTION 3 Lessons
WEEK #1
WEEK #1 – Wednesday – Get the data! – SOLUTIONS 5 Lessons
WEEK #1 – Friday – Automate! 4 Lessons
WEEK #1 – Friday – Automate! – SOLUTIONS 4 Lessons
WEEK #2
WEEK #2 – Monday – Put your data into SQL! 5 Lessons
WEEK #2 – Monday – Put your data into SQL! – SOLUTIONS 2 Lessons
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WEEK #2 – Wednesday – Automate the SQL dataload! 3 Lessons
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WEEK #2 – Wednesday – Automate the SQL data load! – SOLUTIONS 3 Lessons
WEEK #2 – Friday – Segments – SOLUTIONS 4 Lessons
WEEK #3
WEEK #3 – Monday – Segments (Revenue) 3 Lessons
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WEEK #3 – Monday – Segmentation (Revenue) – SOLUTIONS 2 Lessons
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WEEK #3 – Wednesday – Business metrics 3 Lessons
WEEK #3 – Friday – Visualize! 4 Lessons
WEEK #3 – Friday – Visualize! – SOLUTIONS 3 Lessons
WEEK #4
WEEK #4 – Monday – Funnels 3 Lessons
WEEK #4 – Wednesday – Cohort Analysis (Intro Task) 3 Lessons
WEEK #4 – Wednesday – Cohort Analysis (Intro Task) – SOLUTION 2 Lessons
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WEEK #4 – Friday – Cohort Analysis (Main Task) 3 Lessons
WEEK #5
WEEK #5 – Monday – Pandas Intro 4 Lessons
WEEK #5 – Monday – Pandas Intro – SOLUTIONS 2 Lessons
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WEEK #5 – Wednesday – Prediction with Regression 3 Lessons
WEEK #5 – Wednesday – Prediction with Regression – SOLUTIONS 3 Lessons
WEEK #5 – Friday – Simple Machine Learning Task: Classification 3 Lessons
WEEK #6
WEEK #6 – The Final Task (New Dataset!) 3 Lessons
WEEK #7
WEEK #7 – Wrap-up! 1 Lesson
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