[ DevCourseWeb.com ] Udemy - Python Data Analysis Bootcamp for Beginners - All in One

File Name

Size

Get Bonus Downloads Here.url

182 B

~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/1. Installing Python and Jupyter Notebook.html

232 B

~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/1.1 Mac.pdf

1.5 MB

~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/1.2 Windows.pdf

930 kB

~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/2. Setting Up The AI Environment ChatGPT.html

138 B

~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/2.1 Instructions of setting up ChatGPT.pdf

409 kB

~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/1. One sample T-test.mp4

70 MB

~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/2. Independent sample T-test.mp4

57 MB

~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/3. One way analysis of variance (ANOVA).mp4

67 MB

~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/4. Chi-square test for independence.mp4

84 MB

~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/5. Pearson correlation analysis.mp4

82 MB

~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/6. Linear regression analysis.mp4

104 MB

~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/7. Hypothesis Testing and Analysis.html

165 B

~Get Your Files Here !/11. Understanding Python Errors/1. Module not found error.mp4

8.6 MB

~Get Your Files Here !/11. Understanding Python Errors/2. Syntax error.mp4

9.5 MB

~Get Your Files Here !/11. Understanding Python Errors/3. Key error.mp4

7.4 MB

~Get Your Files Here !/11. Understanding Python Errors/4. Index error.mp4

6.9 MB

~Get Your Files Here !/11. Understanding Python Errors/5. Attribute error.mp4

8.6 MB

~Get Your Files Here !/11. Understanding Python Errors/6. Value error.mp4

7.8 MB

~Get Your Files Here !/11. Understanding Python Errors/7. Type error.mp4

8.3 MB

~Get Your Files Here !/12. Handling Errors in Python/1. Debugging errors in seconds.mp4

23 MB

~Get Your Files Here !/12. Handling Errors in Python/2. Enhancing python codes.mp4

26 MB

~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/1. Why Python.mp4

32 MB

~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/2. Your First Python Code Getting Started.mp4

14 MB

~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/3. Variables and naming conventions.mp4

28 MB

~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/4. Data types integers, float, strings, boolean.mp4

29 MB

~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/5. Type conversion and casting.mp4

47 MB

~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/6. Arithmetic operators (+, -, , , %, ).mp4

33 MB

~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/7. Comparison operators (, =, =, ==, !=).mp4

35 MB

~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/8. Logical operators (and, or, not).mp4

32 MB

~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/9. Python Programming Basics – Level 1.html

165 B

~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/1. Lists creation, indexing, slicing, modifying.mp4

74 MB

~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/2. Sets unique elements, operations.mp4

39 MB

~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/3. Dictionaries key-value pairs, methods.mp4

45 MB

~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/4. Conditional statements (if, elif, else).mp4

28 MB

~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/5. Logical expressions in conditions.mp4

40 MB

~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/6. Looping structures (for loops, while loops).mp4

35 MB

~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/7. Defining, Creating and Calling functions.mp4

21 MB

~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/8. Python Programming Basics – Level 2.html

165 B

~Get Your Files Here !/4. What is Data Analysis/1. Understanding data analysis.mp4

11 MB

~Get Your Files Here !/4. What is Data Analysis/2. Step-by-step data analysis procedure.mp4

9.8 MB

~Get Your Files Here !/4. What is Data Analysis/3. Practice dataset and quizz instructions.html

303 B

~Get Your Files Here !/4. What is Data Analysis/Practice datasets/Extra Data.xlsx

10 kB

~Get Your Files Here !/4. What is Data Analysis/Practice datasets/Extra Variable.xlsx

33 kB

~Get Your Files Here !/4. What is Data Analysis/Practice datasets/sales data.xlsx

85 kB

~Get Your Files Here !/4. What is Data Analysis/__MACOSX/Practice datasets/_Extra Data.xlsx

344 B

~Get Your Files Here !/4. What is Data Analysis/__MACOSX/Practice datasets/_Extra Variable.xlsx

344 B

~Get Your Files Here !/4. What is Data Analysis/__MACOSX/Practice datasets/_sales data.xlsx

344 B

~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/1. Importing dataset into Jupyter Notebook.mp4

39 MB

~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/2. Imputing missing values with SimpleImputer.mp4

81 MB

~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/3. Finding and dealing with inconsistent data.mp4

62 MB

~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/4. Identify and assign correct dataset.mp4

40 MB

~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/5. Dealing with duplicate values.mp4

28 MB

~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/6. Data Cleaning in Python.html

165 B

~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/1. Sorting and arranging dataset.mp4

31 MB

~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/2. Conditional Filtering of dataset.mp4

72 MB

~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/3. Merging extra data with the dataset.mp4

31 MB

~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/4. Concatenating variables within dataset.mp4

31 MB

~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/5. Data Manipulation.html

165 B

~Get Your Files Here !/7. Explore dataset and generate significant insights/1. What is exploratory data analysis.mp4

28 MB

~Get Your Files Here !/7. Explore dataset and generate significant insights/2. Frequency and percentage analysis.mp4

166 MB

~Get Your Files Here !/7. Explore dataset and generate significant insights/3. Descriptive analysis for numeric data.mp4

96 MB

~Get Your Files Here !/7. Explore dataset and generate significant insights/4. Grouping analysis - numeric measure by nominal data.mp4

114 MB

~Get Your Files Here !/7. Explore dataset and generate significant insights/5. Pivot table - a tabulation of insights.mp4

144 MB

~Get Your Files Here !/7. Explore dataset and generate significant insights/6. Crosstabulation - categorical vs categorical data.mp4

69 MB

~Get Your Files Here !/7. Explore dataset and generate significant insights/7. Correlation - numeric vs numeric data.mp4

27 MB

~Get Your Files Here !/7. Explore dataset and generate significant insights/8. Exploratory data analysis.html

165 B

~Get Your Files Here !/8. What is Statistical Data Analysis/1. Various aspects of hypothesis testing.mp4

30 MB

~Get Your Files Here !/8. What is Statistical Data Analysis/2. Confidence level, significance level, p-value.mp4

27 MB

~Get Your Files Here !/8. What is Statistical Data Analysis/3. Steps in hypothesis testing.mp4

30 MB

~Get Your Files Here !/8. What is Statistical Data Analysis/4. Statistical data analysis.html

165 B

~Get Your Files Here !/9. Transforming Data into Normal Distribution/1. Test normality of numeric data.mp4

43 MB

~Get Your Files Here !/9. Transforming Data into Normal Distribution/2. Square root transformation method.mp4

38 MB

~Get Your Files Here !/9. Transforming Data into Normal Distribution/3. Logarithm transformation method.mp4

37 MB

~Get Your Files Here !/9. Transforming Data into Normal Distribution/4. Boxcox transformation method.mp4

38 MB

~Get Your Files Here !/9. Transforming Data into Normal Distribution/5. Yeo-johnson transformation method.mp4

42 MB

~Get Your Files Here !/9. Transforming Data into Normal Distribution/6. Data Transformation.html

165 B

~Get Your Files Here !/Bonus Resources.txt

386 B