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Introduction to Data Science w/ Python 🖥️📊

SAT Score Range

•

21 sessions

•

+45

This series was cancelled by the tutor on August 30, 2023. We're very sorry–you can explore more Computer Science series here. All 1:1 and group chats related to this series are disabled 7 days after the last session.

About

Welcome to "Introduction to Data Science with Python" course! This course is apart of the SHW 2023 summer camp. In this course, you'll learn how to use Python for data analysis and gain insights from large datasets. Python is a versatile language widely used in the data science community. You'll explore Python's fundamentals, including syntax and data structures. We'll also cover essential libraries such as NumPy, Pandas, and Matplotlib for efficient data manipulation and visualization. Through hands-on activities and projects, you'll develop the skills to analyze and present data effectively. By the end of this 15 session course, you will be an expert on the basics of data science, and you would have completed your very first data science case study project. Get ready for an exciting journey into the world of data science! :)

Tutored by

Jacob H 🇺🇸

Certified in 1 topic

View Profile

ℍ𝕚𝕙𝕚 𝕀'𝕞 𝕁𝕒𝕔𝕠𝕓! ✨ - I am an 20 years old Asian American currently attending Biola University in La Mirada, California. I was born in Charlottesville, Virginia, spent time living in California, and spent majority of my life living in Beijing, China. I can speak both English (🇺🇸) and Mandarin Chinese (🇨🇳). My hobbies include web development, CS related topics, biking, skiing, cooking and design. My favorite animal are rabbits. - I became a tutor on Schoolhouse since September 2021. On Schoolhouse, I plan to tutor and host sessions related to web development, selected topics in computer science, Mandarin Chinese, cooking, advices, selected topics in mathematics, and some other fun topics. 🌸 🌸 🌸 🌸 🌸 🌸 🌸 🌸 🌸 🌸 🌸 🌸

Schedule

✋ ATTENDANCE POLICY

Since the content covered in every session builds up, I highly encourage you to attend every session so you won't fall behind. If you miss more than 4 sessions, you will be removed from the series.

SESSION 1

12

Jul

SESSION 1

Orientation

Orientation

Wed 12:00 PM - 1:00 PM UTCJul 12, 12:00 PM - 1:00 PM UTC

Orientation Session! We will go over a brief introduction of the series, what we will do, and some logistical information. We will also begin setting up the necessary software and code for this series
SESSION 2

19

Jul

SESSION 2

Computer Science

Computer Science

Wed 12:00 PM - 1:00 PM UTCJul 19, 12:00 PM - 1:00 PM UTC

Python fundamentals ~ Data types, lists, loops, conditionals, dictionaries..
SESSION 3

20

Jul

SESSION 3

Computer Science

Computer Science

Thu 12:00 PM - 1:00 PM UTCJul 20, 12:00 PM - 1:00 PM UTC

Python fundamentals ~ Data types, lists, loops, conditionals, dictionaries..
SESSION 4

1

Aug

SESSION 4

Computer Science

Computer Science

Tue 3:00 PM - 5:00 PM UTCAug 1, 3:00 PM - 5:00 PM UTC

Python fundamentals ~ Functions, oop basics, basic data analysis.. Data science using python's numpy (basics and boolean indexing)
SESSION 5

2

Aug

SESSION 5

Computer Science

Computer Science

Wed 3:00 PM - 4:00 PM UTCAug 2, 3:00 PM - 4:00 PM UTC

Python fundamentals ~ Functions, oop basics, basic data analysis.. Data science using python's numpy (basics and boolean indexing)
SESSION 6

3

Aug

SESSION 6

Computer Science

Computer Science

Thu 3:15 PM - 4:25 PM UTCAug 3, 3:15 PM - 4:25 PM UTC

Python fundamentals ~ Functions, oop basics, basic data analysis.. Data science using python's numpy (basics and boolean indexing)
SESSION 7

4

Aug

SESSION 7

Computer Science

Computer Science

Fri 3:00 PM - 4:00 PM UTCAug 4, 3:00 PM - 4:00 PM UTC

Python fundamentals ~ Functions, oop basics, basic data analysis.. Data science using python's numpy (basics and boolean indexing)
SESSION 8

7

Aug

SESSION 8

Computer Science

Computer Science

Mon 3:00 PM - 4:30 PM UTCAug 7, 3:00 PM - 4:30 PM UTC

Data science using python's pandas (basics, data analysis, and cleaning)
SESSION 9

10

Aug

SESSION 9

Computer Science

Computer Science

Thu 3:00 PM - 4:00 PM UTCAug 10, 3:00 PM - 4:00 PM UTC

Data science using python's pandas (basics, data analysis, and cleaning)
SESSION 10

11

Aug

SESSION 10

Computer Science

Computer Science

Fri 3:00 PM - 4:30 PM UTCAug 11, 3:00 PM - 4:30 PM UTC

Data science with pythons madplotlib (graphs, charts, and tables) Data science with pythons plotly (graphs, charts, and tables)
SESSION 11

13

Aug

SESSION 11

Other Topics

Other Topics

Sun 3:30 PM - 4:15 PM UTCAug 13, 3:30 PM - 4:15 PM UTC

Q&A SESSION ALSO A CATCHUP SESSION FOR PEOPLE WHO MISSED
SESSION 12

14

Aug

SESSION 12

Computer Science

Computer Science

Mon 3:00 PM - 4:00 PM UTCAug 14, 3:00 PM - 4:00 PM UTC

Data cleaning basics (aggregation, combining, transform, missing data)
SESSION 13

15

Aug

SESSION 13

Computer Science

Computer Science

Tue 4:00 PM - 5:00 PM UTCAug 15, 4:00 PM - 5:00 PM UTC

Data cleaning basics (aggregation, combining, transform, missing data)
SESSION 14

18

Aug

SESSION 14

Computer Science

Computer Science

Fri 3:00 PM - 4:00 PM UTCAug 18, 3:00 PM - 4:00 PM UTC

More data cleaning (regex, list comprehension, lambda functions)
SESSION 15

19

Aug

SESSION 15

Computer Science

Computer Science

Sat 3:00 PM - 4:00 PM UTCAug 19, 3:00 PM - 4:00 PM UTC

Real world application of data science, guided work on individual research projects
SESSION 16

24

Aug

SESSION 16

Computer Science

Computer Science

Thu 4:00 PM - 5:00 PM UTCAug 24, 4:00 PM - 5:00 PM UTC

NO MORE CHANGE, OFFICIAL More data cleaning (regex, list comprehension, lambda functions)
SESSION 17

25

Aug

SESSION 17

Computer Science

Computer Science

Fri 3:45 PM - 4:45 PM UTCAug 25, 3:45 PM - 4:45 PM UTC

Real world application of data science, guided work on individual research projects
SESSION 18

26

Aug

SESSION 18

Computer Science

Computer Science

Sat 1:45 PM - 2:45 PM UTCAug 26, 1:45 PM - 2:45 PM UTC

Real world application of data science, guided work on individual research projects
SESSION 19

26

Aug

SESSION 19

Computer Science

Computer Science

Sat 3:00 PM - 4:00 PM UTCAug 26, 3:00 PM - 4:00 PM UTC

Real world application of data science, guided work on individual research projects
SESSION 20

27

Aug

SESSION 20

Computer Science

Computer Science

Sun 3:00 PM - 4:00 PM UTCAug 27, 3:00 PM - 4:00 PM UTC

Real world application of data science, guided work on individual research projects
SESSION 21

29

Aug

SESSION 21

Computer Science

Computer Science

Tue 3:00 PM - 4:00 PM UTCAug 29, 3:00 PM - 4:00 PM UTC

Real world application of data science, guided work on individual research projects

Public Discussion

Please log in to see discussion on this series.

Jul 12 - Aug 29

7 weeks

45 - 120 mins

/ session