Math1376: Programming for Data Science

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Tentative schedule for 16 week course

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Module 01: Jupyter, bio, and some basic TeX (1 week)

• 01-Jupyter-lecture: Week 1, Wednesday
• 01-Jupyter-activities: Week 1, Friday

Module 02: Python Basics (5 weeks)

• 02-Python-basics-lecture-part-a: Week 2, Tuesday
• 02-part-a-activities: Week 2, Thursday
• 02-Python-basics-lecture-part-b: Week 3, Tuesday
• 02-part-b-activities: Week 3, Thursday
• 02-HW-part-a: Week 4, Tuesday
• 02-Python-basics-lecture-part-c: Week 4, Thursday
• 02-part-c-activities: Week 5, Tuesday
• 02-Python-basics-lecture-part-d: Week 5, Thursday
• 02-part-d-activities: Week 6, Tuesday
• 02-HW-part-b: Week 6, Thursday

Module 03: Functions, Loops, and Modules (3.5 weeks)

• 03-Functions-loops-modules-lecture-part-a: Week 7, Tuesday
• 03-part-a-activities: Week 7, Thursday
• 03-Functions-loops-modules-lecture-part-b: Week 8, Tuesday
• 03-part-b-activities: Week 8, Thursday
• 03-Functions-loops-modules-lecture-part-c: Week 9, Tuesday
• 03-part-c-activities: Week 9, Thursday
• 03-Functions-loops-modules-assignment: Week 10, Tuesday

Module 04: Computational Applications (3.5 weeks)

• 04-Computational-applications-lecture-prologue: Week 10, Thursday
• 04-prologue-activities: Week 11, Tuesday
• 04-Computational-applications-lecture-part-a: Week 11, Thursday
• 04-part-a-activities: Week 12, Tuesday
• 04-Computational-applications-lecture-part-b: Week 12, Thursday
• 04-part-b-activities: Week 13, Tuesday
• 04-Computational-applications-assignment: Week 13, Friday

Module 05: Web-scraping and I/O (1 week)

• 05-Web-scraping-and-IO-lecture: Week 14, Tuesday
• 05-Web-scraping-and-IO-assignment: Week 15, Monday

Module 06: Basics of machine learning (2 weeks)

• 06-Machine-learning-lecture-prologue: Week 15: Friday
• 06-Machine-learning-lecture-part-a and homework: Week 16, Friday

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Tentative schedule for 8 week course

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Module 01: Jupyter, bio, and some basic TeX

• 01-Jupyter-lecture: Week 1, Tuesday
• 01-Jupyter-activities: Week 1, Wednesday

Module 02: Python Basics

• 02-Python-basics-lecture-part-a: Week 1, Thursday
• 02-part-a-activities: Week 1, Friday
• 02-Python-basics-lecture-part-b: Week 2, Monday
• 02-part-b-activities: Week 2, Tuesday
• 02-HW-part-a: Week 2, Wednesday
• 02-Python-basics-lecture-part-c: Week 2, Thursday
• 02-part-c-activities: Week 2, Friday
• 02-Python-basics-lecture-part-d: Week 3, Monday
• 02-part-d-activities: Week 3, Tuesday
• 02-HW-part-b: Week 3, Wednesday

Module 03: Functions, Loops, and Modules

• 03-Functions-loops-modules-lecture-part-a: Week 3, Thursday
• 03-part-a-activities: Week 3, Friday
• 03-Functions-loops-modules-lecture-part-b: Week 4, Monday
• 03-part-b-activities: Week 4, Tuesday
• 03-Functions-loops-modules-lecture-part-c: Week 4, Wednesday
• 03-part-c-activities: Week 4, Thursday
• 03-Functions-loops-modules-assignment: Week 4, Friday

Module 04: Computational Applications

• 04-Computational-applications-lecture-part-a: Week 5, Tuesday
• 04-part-a-activities: Week 5, Wednesday
• 04-Computational-applications-lecture-part-b: Week 5, Friday
• 04-part-b-activities: Week 6, Monday
• 04-Computational-applications-assignment: Week 6, Wednesday

Module 05: Web-scraping and I/O

• 05-Web-scraping-and-IO-lecture: Week 6, Friday
• 05-Web-scraping-and-IO-assignment: Week 7, Wednesday

Module 06: Basics of machine learning

• 06-Machine-learning-lecture-prologue: Week 7, Friday
• 06-Machine-learning-lecture-part-a: Week 8, Wednesday
• 06-Machine-learning-assignment-for-part-a: Week 8, Friday