Section1 How to make a small tool that displays hidden files

21 minutes51 seconds

Section2 How to make a small tool for compressing images

30 minutes27 seconds

Section3 How to implement real-time network speed monitoring

29 minutes52 seconds

Section4 How to make a small tool that runs a script

24 minutes49 seconds

Section5 How to make a countdown widget

46 minutes46 seconds

Section6 How to make a scheduled script runner (Part 1)

22 minutes49 seconds

Section7 How to make a scheduled script runner (Part 2)

36 minutes37 seconds

Section1 Manually implement a simple iris classifier

43 minutes22 seconds

Section2 Implement iris classification using scikit-learn’s kNN classification algorithm

22 minutes02 seconds

Section3 The impact of hyperparameters of kNN algorithm on iris classification

21 minutes38 seconds

Section4 Use sklearn's linear regression algorithm to achieve house price prediction

24 minutes57 seconds

Section5 Visual linear model for house price prediction

19 minutes42 seconds

Section6 Comparing the iris classification accuracy of various algorithms

26 minutes08 seconds

Section7 Use cross-validation to adjust parameters of the iris classification model

20 minutes07 seconds

Section8 Using feature preprocessing to improve the performance of housing price prediction models

28 minutes31 seconds

Section1 How to fuzzy search files with Python

17 minutes53 seconds

Section2 How to realize automatic classification of files?

21 minutes33 seconds

Section3 How to automatically decompress and delete compressed packages

16 minutes14 seconds

Section4 How to customize group WeChat messages

34 minutes11 seconds

Section5 How to keep programs running normally

18 minutes21 seconds

Section6 How to automatically create a WeChat group

30 minutes07 seconds

Section7 How to use object-oriented implementation to switch workspaces

43 minutes31 seconds

Section8 How to implement a reminder to read later

39 minutes52 seconds

Section9 How to customize shortcut key input

44 minutes11 seconds

Section1 Compare the average riding time of shared bikes per quarter

34 minutes07 seconds

Section2 Compare the average riding time trends of various types of shared bicycle users

37 minutes06 seconds

Section3 Compare the proportion of each user category of shared bicycles

17 minutes26 seconds

Section4 Statistical histogram of riding time for different user categories of shared bicycles

26 minutes35 seconds

Section5 Grouped bar chart that counts the quarterly riding time of various types of shared bicycle users

26 minutes13 seconds

Section6 Compare the quantity and calories of various drinks in coffee shops

31 minutes08 seconds

Section7 Analyze video game sales by country and present them using stacked bar charts

32 minutes49 seconds

Section8 Analyze variable relationship data of Pokémon

33 minutes35 seconds

Section9 Analyze data usage of different mobile operating systems

23 minutes54 seconds

Section10 Analyze GP market values

26 minutes21 seconds

Section11 Analyzing the Global Happiness Report by Year and Region

27 minutes44 seconds

Section12 Level analysis of happiness index

25 minutes25 seconds