[ DevCourseWeb.com ] Udemy - Data Analysis Masterclass - Real-World Pandas Coding
大小
1.55 GB
文件数
43
Info Hash:
0D031D13B2B1E64DCADD84427FF3DAE577D8CAE8
收录时间
2025-12-13 20:50:00
更新时间
2025-12-13 20:50:00
文件列表 (43)
Get Bonus Downloads Here.url
182 B
~Get Your Files Here !/1 - Introduction/1 - Introduction.mp4
71.85 MB
~Get Your Files Here !/1 - Introduction/2 - Prerequisites.mp4
10.51 MB
~Get Your Files Here !/1 - Introduction/3 - Colab Setup.mp4
84.17 MB
~Get Your Files Here !/1 - Introduction/3 - Google Colab.txt
21 B
~Get Your Files Here !/1 - Introduction/4 - Why Python Pandas.html
5.73 KB
~Get Your Files Here !/2 - Pandas 101/1 - DataFrames and Series.html
58 B
~Get Your Files Here !/2 - Pandas 101/10 - Conditional filtering.mp4
15.75 MB
~Get Your Files Here !/2 - Pandas 101/11 - Useful inbuilt functions.mp4
7.12 MB
~Get Your Files Here !/2 - Pandas 101/12 - Grouping.mp4
14.99 MB
~Get Your Files Here !/2 - Pandas 101/13 - Concatenating and merging.mp4
130.47 MB
~Get Your Files Here !/2 - Pandas 101/14 - Basic plotting.mp4
42.24 MB
~Get Your Files Here !/2 - Pandas 101/5 - Before you start.html
765 B
~Get Your Files Here !/2 - Pandas 101/6 - Colab Notebook with all code for this lecture.txt
85 B
~Get Your Files Here !/2 - Pandas 101/6 - Creating a DataFrame.mp4
79.17 MB
~Get Your Files Here !/2 - Pandas 101/7 - Selecting Columns.mp4
12.74 MB
~Get Your Files Here !/2 - Pandas 101/8 - Indexing.mp4
27.56 MB
~Get Your Files Here !/2 - Pandas 101/9 - Applying Functions.mp4
53.6 MB
~Get Your Files Here !/3 - Data cleaning Dealing with missing values/15 - Colab Notebook with all code for this lecture.txt
85 B
~Get Your Files Here !/3 - Data cleaning Dealing with missing values/15 - Introduction of the dataset.mp4
6.36 MB
~Get Your Files Here !/3 - Data cleaning Dealing with missing values/16 - Fixing issues and cleaning the dataset.mp4
139.03 MB
~Get Your Files Here !/3 - Data cleaning Dealing with missing values/17 - Dealing with missing values Homeplanet.mp4
110.59 MB
~Get Your Files Here !/3 - Data cleaning Dealing with missing values/18 - Dealing with missing values CryoSleep.mp4
98.49 MB
~Get Your Files Here !/3 - Data cleaning Dealing with missing values/19 - Dealing with missing values Cabins.mp4
68.84 MB
~Get Your Files Here !/3 - Data cleaning Dealing with missing values/20 - Inspecting remaining columns.mp4
69.62 MB
~Get Your Files Here !/3 - Data cleaning Dealing with missing values/21 - Imputing missing values using KNearest Neighbour Algorithm.mp4
78.96 MB
~Get Your Files Here !/4 - Feature Engineering/22 - Colab Notebook with all code for this lecture.txt
85 B
~Get Your Files Here !/4 - Feature Engineering/22 - Creating a new feature 1 Family Count.mp4
63.8 MB
~Get Your Files Here !/4 - Feature Engineering/23 - Creating a new feature 2 Age Group.mp4
39.43 MB
~Get Your Files Here !/4 - Feature Engineering/24 - Creating a new feature 3 Spend Group.mp4
13.54 MB
~Get Your Files Here !/4 - Feature Engineering/25 - Creating a new feature 4 Personality.mp4
28.79 MB
~Get Your Files Here !/5 - Visualisations Exploratory Data Analysis continued/26 - Colab Notebook with all code for this lecture.txt
85 B
~Get Your Files Here !/5 - Visualisations Exploratory Data Analysis continued/26 - Countplots.mp4
61.2 MB
~Get Your Files Here !/5 - Visualisations Exploratory Data Analysis continued/27 - Histograms and Scatterplots.mp4
91.56 MB
~Get Your Files Here !/5 - Visualisations Exploratory Data Analysis continued/28 - Why you shouldnt just rely on summary statistics.mp4
9.84 MB
~Get Your Files Here !/6 - Little Overview of Correlation Analysis/29 - Colab Notebook with all code for this lecture.txt
85 B
~Get Your Files Here !/6 - Little Overview of Correlation Analysis/29 - Pearsons Correlation Coefficient.mp4
22.02 MB
~Get Your Files Here !/6 - Little Overview of Correlation Analysis/30 - Student ttest.mp4
26.08 MB
~Get Your Files Here !/6 - Little Overview of Correlation Analysis/31 - ChiSquare test.mp4
38.04 MB
~Get Your Files Here !/6 - Little Overview of Correlation Analysis/31 - vid2-chi2.mp4
67.65 MB
~Get Your Files Here !/7 - Outro/32 - Expanding Your Data Analysis Skills What We Havent Covered Yet.html
8.61 KB
~Get Your Files Here !/7 - Outro/33 - Essential Statistical Concepts Every Data Analyst should know.html
11.96 KB
~Get Your Files Here !/Bonus Resources.txt
386 B