Udemy - Data Analysis A-Z Become Data Analyst in 30 Days

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1.6 GB
  • Uploaded ByxHOBBiTx
  • Downloads230
  • Last checkedApr. 02nd '25
  • Date uploadedApr. 01st '25
  • Seeders 32
  • Leechers6
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Description

Data Analysis A-Z: Become Data Analyst in 30 Days is an intensive training program designed to equip participants with the essential skills and knowledge required to excel as a data analyst. This comprehensive course covers a wide range of topics, from basic Python programming to advanced statistical analysis techniques using industry-standard tools such as pandas, numpy, and Excel.

Files:

Udemy - Data Analysis A-Z Become Data Analyst in 30 Days 1. Setting Up Your Data Analysis Platform
  • 1. Install Python and Jupyter Notebook.html (0.2 KB)
  • 1.1 Mac.pdf (1.5 MB)
  • 1.2 Windows.pdf (929.7 KB)
  • 2. Setting Up ChatGPT for SMART Analysis.html (0.2 KB)
  • 2.1 Instructions of setting up ChatGPT.pdf (409.1 KB)
2. What is Data Analysis
  • 1. Day 1 Data analysis and its characteristics.mp4 (10.6 MB)
  • 2. Day 2 Complete data analysis work-flow.mp4 (9.9 MB)
  • 3. Practice datasets and instruction for QUIZES.html (0.3 KB)
  • 3.1 Practice datasets.zip (123.3 KB)
3. Stage 1 Data Cleaning A - Z
  • 1. Day 3 Loading dataset in your jupyter notebook.mp4 (39.1 MB)
  • 2. Day 4 Dealing with missing values.mp4 (81.1 MB)
  • 3. Day 5 Dealing with inconsistent values.mp4 (61.7 MB)
  • 4. Day 6 Dealing with miss-identified data types.mp4 (40.3 MB)
  • 5. Day 7 Dealing with duplicated data.mp4 (28.2 MB)
  • 6. QUIZ 1 Data Cleaning A-Z.html (0.2 KB)
  • 7. Solution 1 Data Cleaning A-Z.html (0.1 KB)
  • 7.1 Stage 1- Data Cleaning A-Z (Solution).ipynb (34.8 KB)
4. Stage 2 Data Manipulation A-Z
  • 1. Day 8 Learn data sorting and arrangement.mp4 (30.9 MB)
  • 2. Day 9 Learn conditional data filtering.mp4 (71.7 MB)
  • 3. Day 10 Learn to merge extra variables.mp4 (31.1 MB)
  • 4. Day 11 Learn to concatenate extra data.mp4 (31.4 MB)
  • 5. QUIZ 2 Data Manipulation A-Z.html (0.2 KB)
  • 6. Solution 2 Data Manipulation A-Z.html (0.1 KB)
  • 6.1 Stage 2- Data Manipulation A-Z (Solution).ipynb (85.4 KB)
5. Stage 3 Exploratory Data Analysis A-Z
  • 1. Day 12 Exploring value counts analysis method.mp4 (165.6 MB)
  • 2. Day 13 Exploring descriptive statistics analysis method.mp4 (95.7 MB)
  • 3. Day 14 Exploring group by analysis method.mp4 (113.6 MB)
  • 4. Day 15 Exploring pivot table analysis method.mp4 (144.4 MB)
  • 5. Day 16 Exploring crosstabulation analysis method.mp4 (68.5 MB)
  • 6. Day 17 Exploring correlation analysis method.mp4 (27.1 MB)
  • 7. QUIZ 3 Exploratory Data Analysis A-Z.html (0.2 KB)
  • 8. Solution 3 Exploratory Data Analysis A-Z.html (0.1 KB)
  • 8.1 Stage 3- Exploratory Data Analysis A-Z (Solution).ipynb (748.3 KB)
6. Stage 4 Understanding Statistical Data Analysis A-Z
  • 1. Day 18 Various aspects of hypothesis testing.mp4 (30.4 MB)
  • 2. Day 19 Understand confidence level, significance level and p-value.mp4 (27.4 MB)
  • 3. Day 20 Understand complete steps in hypothesis testing.mp4 (29.8 MB)
  • 4. QUIZ 4 Understanding Statistical Data Analysis A-Z.html (0.2 KB)
7. Stage 5 Data Transformation A-Z
  • 1. Day 21 Testing normal distribution of numeric variables.mp4 (42.8 MB)
  • 2. Day 22 Square root transformation for normal distribution.mp4 (37.8 MB)
  • 3. Day 23 Logarithmic transformation for normal distribution.mp4 (37.0 MB)
  • 4. Day 24 Box-cox transformation for normal distribution.mp4 (37.9 MB)
  • 5. Day 25 Yeo-Johnson transformation for normal distribution.mp4 (41.6 MB)
  • 6. QUIZ 5 Data Transformation A-Z.html (0.2 KB)
  • 7. Solution 5 Data Transformation A-Z.html (0.1 KB)
  • 7.1 Stage 5- Data Transformation A-Z (Solution).ipynb (1.2 MB)
8. Stage 6 Hypothesis Testing A-Z
  • 1. Day 26 One way between groups ANOVA.mp4 (67.3 MB)
  • 2. Day 27 Pearson product-moment correlation coefficient.mp4 (82.5 MB)
  • 3. Day 28 Multiple linear regression analysis with statsmodel.api.mp4 (103.8 MB)
  • 4. Final QUIZ Hypothesis Testing A-Z.html (0.2 KB)
  • 5. Final Solution Hypothesis Testing A-Z.html (0.1 KB)
  • 5.1 Stage 6- Hypothesis Testing A-Z (Solution).ipynb (1.2 MB)
9. Tips, Tricks and Resources!
  • 1. ChatGPT for smooth python coding in Data Analysis.mp4 (60.3 MB)
  • 2. Course Resources.html (0.1 KB)
  • 2.1 Complete Data Analysis Work-flow.pptx (47.1 KB)
  • 2.2 Confidence, significance and p value.pdf (53.6 KB)
  • 2.3 Data Analysis.pptx (38.7 KB)
  • 2.4 Steps in Hypothesis Testing.pdf (333.5 KB)
  • 2.5 Various aspects of Hypothesis.pdf (58.9 KB)

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