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[FTUForum.com] [UDEMY] Complete Data Wrangling & Data Visualisation With Python [FTU]
magnet:?xt=urn:btih:34d0d57c99cfce36d09c211173af421f5fc833ff&dn=[FTUForum.com] [UDEMY] Complete Data Wrangling & Data Visualisation With Python [FTU]
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Hash值:
34d0d57c99cfce36d09c211173af421f5fc833ff
点击数:
172
文件大小:
2.95 GB
文件数量:
51
创建日期:
2021-1-4 22:22
最后访问:
2024-6-16 06:48
访问标签:
FTUForum
com
UDEMY
Complete
Data
Wrangling
&
Data
Visualisation
With
Python
FTU
文件列表详情
1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/1. Welcome to the Course.mp4 12.43 MB
1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/3. Python Data Science Environment.mp4 105.06 MB
1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/4. For Mac Users.mp4 50.07 MB
1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/5. Introduction to IPythonJupyter.mp4 102.69 MB
1. INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/6. ipython in Browser.mp4 40.48 MB
2. Read in Data From Different Sources With Pandas/1. What are Pandas.mp4 85.04 MB
2. Read in Data From Different Sources With Pandas/2. Read CSV Data.mp4 53.86 MB
2. Read in Data From Different Sources With Pandas/3. Read Excel Data.mp4 42.4 MB
2. Read in Data From Different Sources With Pandas/4. Read in HTML Data.mp4 129.55 MB
3. Data Cleaning/1. Remove NA Values.mp4 55.95 MB
3. Data Cleaning/2. Missing Values in a Real Dataset.mp4 36.88 MB
3. Data Cleaning/3. Data Imputation.mp4 56.41 MB
3. Data Cleaning/4. Imputing Qualitative Values.mp4 20.97 MB
3. Data Cleaning/5. Theory Behind k-NN Algorithm.mp4 96.2 MB
3. Data Cleaning/6. Use k-NN for Data Imputation.mp4 44.22 MB
4. Basic Data Wrangling/1. Basic Principles.mp4 26.51 MB
4. Basic Data Wrangling/2. Preliminary Data Explorations.mp4 64.53 MB
4. Basic Data Wrangling/3. Basic Data Handling With Conditional Statements.mp4 49.41 MB
4. Basic Data Wrangling/4. Drop ColumnRow.mp4 47.63 MB
4. Basic Data Wrangling/5. Change Column Name.mp4 25.18 MB
4. Basic Data Wrangling/6. Change the Column Type.mp4 22.67 MB
4. Basic Data Wrangling/7. Explore Date Related Data.mp4 25.13 MB
4. Basic Data Wrangling/8. Simple Date Related Computations.mp4 25.27 MB
5. More Data Wrangling/1. Data Grouping.mp4 97.86 MB
5. More Data Wrangling/2. Data Subsetting and Indexing.mp4 101.98 MB
5. More Data Wrangling/3. More Data Subsetting.mp4 69.37 MB
5. More Data Wrangling/4. Extract Information From Strings.mp4 38.29 MB
5. More Data Wrangling/5. (Fuzzy) String Matching.mp4 18.6 MB
5. More Data Wrangling/6. Ranking & Sorting.mp4 82.31 MB
5. More Data Wrangling/7. Concatenate.mp4 70.05 MB
5. More Data Wrangling/8. Merging and Joining.mp4 96.84 MB
6. Feature Selection and Transformation/1. Correlation Analysis.mp4 56.42 MB
6. Feature Selection and Transformation/2. Using Correlation to Decide Which Features to Retain.mp4 34.15 MB
6. Feature Selection and Transformation/3. Univariate Feature Selection.mp4 39.17 MB
6. Feature Selection and Transformation/4. Recursive Feature Elimination (RFE).mp4 36.53 MB
6. Feature Selection and Transformation/5. Theory Behind PCA.mp4 23.87 MB
6. Feature Selection and Transformation/6. Implement PCA.mp4 26.72 MB
6. Feature Selection and Transformation/7. Data Standardisation.mp4 32.47 MB
6. Feature Selection and Transformation/8. Create a New Feature.mp4 39.97 MB
7. Theory Behind Data Visualisation/1. What is Data Visualisation.mp4 68.35 MB
7. Theory Behind Data Visualisation/2. Some Theoretical Principles Behind Data Visualisation.mp4 66.11 MB
8. Most Common Data Visualizations/1. Histograms-Visualize the Distribution of Continuous Numerical Variables.mp4 99.1 MB
8. Most Common Data Visualizations/2. Boxplots-Visualize the Distribution of Continuous Numerical Variables.mp4 40.52 MB
8. Most Common Data Visualizations/3. Scatter plot-Relationship Between Two Numerical Variables.mp4 106.83 MB
8. Most Common Data Visualizations/4. Barplot.mp4 170.67 MB
8. Most Common Data Visualizations/5. Pie Chart.mp4 37.88 MB
8. Most Common Data Visualizations/6. Line Charts.mp4 116.79 MB
8. Most Common Data Visualizations/7. More Line Charts.mp4 18.94 MB
8. Most Common Data Visualizations/8. Some More Plot Types.mp4 75.99 MB
8. Most Common Data Visualizations/9. And Some More.mp4 78.5 MB
9. Miscallaneous Information/1. Using Colabs as an Online Jupyter Notebook.mp4 54.82 MB
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