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

214 B

1. Setting Up Your Data Analysis Platform/1.1 Mac.pdf

1.52 MB

1. Setting Up Your Data Analysis Platform/1.2 Windows.pdf

929.75 KB

1. Setting Up Your Data Analysis Platform/2. Setting Up ChatGPT for SMART Analysis.html

190 B

1. Setting Up Your Data Analysis Platform/2.1 Instructions of setting up ChatGPT.pdf

409.15 KB

2. What is Data Analysis/1. Day 1 Data analysis and its characteristics.mp4

10.58 MB

2. What is Data Analysis/2. Day 2 Complete data analysis work-flow.mp4

9.86 MB

2. What is Data Analysis/3. Practice datasets and instruction for QUIZES.html

303 B

2. What is Data Analysis/3.1 Practice datasets.zip

123.31 KB

3. Stage 1 Data Cleaning A - Z/1. Day 3 Loading dataset in your jupyter notebook.mp4

39.1 MB

3. Stage 1 Data Cleaning A - Z/2. Day 4 Dealing with missing values.mp4

81.07 MB

3. Stage 1 Data Cleaning A - Z/3. Day 5 Dealing with inconsistent values.mp4

61.74 MB

3. Stage 1 Data Cleaning A - Z/4. Day 6 Dealing with miss-identified data types.mp4

40.32 MB

3. Stage 1 Data Cleaning A - Z/5. Day 7 Dealing with duplicated data.mp4

28.25 MB

3. Stage 1 Data Cleaning A - Z/6. QUIZ 1 Data Cleaning A-Z.html

159 B

3. Stage 1 Data Cleaning A - Z/7. Solution 1 Data Cleaning A-Z.html

71 B

3. Stage 1 Data Cleaning A - Z/7.1 Stage 1- Data Cleaning A-Z (Solution).ipynb

34.81 KB

4. Stage 2 Data Manipulation A-Z/1. Day 8 Learn data sorting and arrangement.mp4

30.87 MB

4. Stage 2 Data Manipulation A-Z/2. Day 9 Learn conditional data filtering.mp4

71.67 MB

4. Stage 2 Data Manipulation A-Z/3. Day 10 Learn to merge extra variables.mp4

31.14 MB

4. Stage 2 Data Manipulation A-Z/4. Day 11 Learn to concatenate extra data.mp4

31.38 MB

4. Stage 2 Data Manipulation A-Z/5. QUIZ 2 Data Manipulation A-Z.html

159 B

4. Stage 2 Data Manipulation A-Z/6. Solution 2 Data Manipulation A-Z.html

71 B

4. Stage 2 Data Manipulation A-Z/6.1 Stage 2- Data Manipulation A-Z (Solution).ipynb

85.36 KB

5. Stage 3 Exploratory Data Analysis A-Z/1. Day 12 Exploring value counts analysis method.mp4

165.62 MB

5. Stage 3 Exploratory Data Analysis A-Z/2. Day 13 Exploring descriptive statistics analysis method.mp4

95.67 MB

5. Stage 3 Exploratory Data Analysis A-Z/3. Day 14 Exploring group by analysis method.mp4

113.6 MB

5. Stage 3 Exploratory Data Analysis A-Z/4. Day 15 Exploring pivot table analysis method.mp4

144.41 MB

5. Stage 3 Exploratory Data Analysis A-Z/5. Day 16 Exploring crosstabulation analysis method.mp4

68.53 MB

5. Stage 3 Exploratory Data Analysis A-Z/6. Day 17 Exploring correlation analysis method.mp4

27.08 MB

5. Stage 3 Exploratory Data Analysis A-Z/7. QUIZ 3 Exploratory Data Analysis A-Z.html

159 B

5. Stage 3 Exploratory Data Analysis A-Z/8. Solution 3 Exploratory Data Analysis A-Z.html

71 B

5. Stage 3 Exploratory Data Analysis A-Z/8.1 Stage 3- Exploratory Data Analysis A-Z (Solution).ipynb

748.28 KB

6. Stage 4 Understanding Statistical Data Analysis A-Z/1. Day 18 Various aspects of hypothesis testing.mp4

30.41 MB

6. Stage 4 Understanding Statistical Data Analysis A-Z/2. Day 19 Understand confidence level, significance level and p-value.mp4

27.39 MB

6. Stage 4 Understanding Statistical Data Analysis A-Z/3. Day 20 Understand complete steps in hypothesis testing.mp4

29.81 MB

6. Stage 4 Understanding Statistical Data Analysis A-Z/4. QUIZ 4 Understanding Statistical Data Analysis A-Z.html

159 B

7. Stage 5 Data Transformation A-Z/1. Day 21 Testing normal distribution of numeric variables.mp4

42.76 MB

7. Stage 5 Data Transformation A-Z/2. Day 22 Square root transformation for normal distribution.mp4

37.78 MB

7. Stage 5 Data Transformation A-Z/3. Day 23 Logarithmic transformation for normal distribution.mp4

37.03 MB

7. Stage 5 Data Transformation A-Z/4. Day 24 Box-cox transformation for normal distribution.mp4

37.91 MB

7. Stage 5 Data Transformation A-Z/5. Day 25 Yeo-Johnson transformation for normal distribution.mp4

41.59 MB

7. Stage 5 Data Transformation A-Z/6. QUIZ 5 Data Transformation A-Z.html

159 B

7. Stage 5 Data Transformation A-Z/7. Solution 5 Data Transformation A-Z.html

71 B

7. Stage 5 Data Transformation A-Z/7.1 Stage 5- Data Transformation A-Z (Solution).ipynb

1.17 MB

8. Stage 6 Hypothesis Testing A-Z/1. Day 26 One way between groups ANOVA.mp4

67.33 MB

8. Stage 6 Hypothesis Testing A-Z/2. Day 27 Pearson product-moment correlation coefficient.mp4

82.46 MB

8. Stage 6 Hypothesis Testing A-Z/3. Day 28 Multiple linear regression analysis with statsmodel.api.mp4

103.78 MB

8. Stage 6 Hypothesis Testing A-Z/4. Final QUIZ Hypothesis Testing A-Z.html

159 B

8. Stage 6 Hypothesis Testing A-Z/5. Final Solution Hypothesis Testing A-Z.html

75 B

8. Stage 6 Hypothesis Testing A-Z/5.1 Stage 6- Hypothesis Testing A-Z (Solution).ipynb

1.18 MB

9. Tips, Tricks and Resources!/1. ChatGPT for smooth python coding in Data Analysis.mp4

60.26 MB

9. Tips, Tricks and Resources!/2. Course Resources.html

92 B

9. Tips, Tricks and Resources!/2.1 Complete Data Analysis Work-flow.pptx

47.11 KB

9. Tips, Tricks and Resources!/2.2 Confidence, significance and p value.pdf

53.61 KB

9. Tips, Tricks and Resources!/2.3 Data Analysis.pptx

38.73 KB

9. Tips, Tricks and Resources!/2.4 Steps in Hypothesis Testing.pdf

333.52 KB

9. Tips, Tricks and Resources!/2.5 Various aspects of Hypothesis.pdf

58.87 KB

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