mmitchell-fis / dc_ds_06_03_19

Data science fellowship 06/03/19

Data science calendar

Calendar

Important links

student master sheet

Week I

	One	Two	Three	Four	Five
Warm-up			Dictionary	For loops	pandas & numpy
Morning code		Python Fun 1 Code		Libraries and Numpy
Morning video		Python Fun 1 Vid		Libraries and Numpy
Afternoon code	Terminal Code		Python Fun 2 Code		Intro to pandas
Afternoon video	Terminal Vid	More on Bash	Python Fun 2 Vid	Warmups Coach Lab	Intro to pandas

Week II

	One	Two	Three	Four	Five
Warm-up	Train/Test Split	Categorical and Normalization	numpy & dict	matplotlib	Apply & Lambda
Morning code	Pandas Part 2			Seaborn
Morning video	Pandas Part 2		Coding Best Practices		Quality Presentations + GitHub
Afternoon code		Data Cleaning in Pandas	Matplotlib Graphing
Afternoon video	Pandas Part 2.5	Data Cleaning in Pandas	Matplotlib Graphing	Data Cleaning Lab	GitHub Collaboration Pt 2

Week III

	One	Two	Three	Four	Five
Warm-up	PROJECT 1	PROJECT 1	PROJECT 1	Merging in pandas	SQL practice
Morning code				SQL Lecture
Morning video				SQL Lecture
Afternoon code					Object Oriented Programming
Afternoon video					Object Oriented Programming

Week IV

	One	Two	Three	Four	Five
Warm-up	More SQL	Pokemon json part 1	Pokemon json part 2	Star Wars API	Mini-project
Morning code	json & APIs	Webscraping
Morning video	json & APIs		Web Scraping Lab	NoSQL & Mongo
Afternoon code
Afternoon video			API & Webscraping

Week V

	One	Two	Three	JULY FOUR	Five
Warm-up	Probability with numpy	Probability Practice	Central Limit Theorem
Morning code	Set Theory and Probability	Distributions
Morning video	Set Theory and Probability	Distributions
Afternoon code	Probability and NumPy		Sampling and Central Limit Theorem
Afternoon video	Probability and NumPy		Sampling and Confidence