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

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文档列表

~Get Your Files Here !/7. Explore dataset and generate significant insights/2. Frequency and percentage analysis.mp4 173.7 MB
~Get Your Files Here !/7. Explore dataset and generate significant insights/5. Pivot table - a tabulation of insights.mp4 151.4 MB
~Get Your Files Here !/7. Explore dataset and generate significant insights/4. Grouping analysis - numeric measure by nominal data.mp4 119.1 MB
~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/6. Linear regression analysis.mp4 108.8 MB
~Get Your Files Here !/7. Explore dataset and generate significant insights/3. Descriptive analysis for numeric data.mp4 100.3 MB
~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/4. Chi-square test for independence.mp4 87.7 MB
~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/5. Pearson correlation analysis.mp4 86.5 MB
~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/2. Imputing missing values with SimpleImputer.mp4 85.0 MB
~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/1. Lists creation, indexing, slicing, modifying.mp4 77.1 MB
~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/2. Conditional Filtering of dataset.mp4 75.1 MB
~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/1. One sample T-test.mp4 73.6 MB
~Get Your Files Here !/7. Explore dataset and generate significant insights/6. Crosstabulation - categorical vs categorical data.mp4 71.9 MB
~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/3. One way analysis of variance (ANOVA).mp4 70.6 MB
~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/3. Finding and dealing with inconsistent data.mp4 64.8 MB
~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/2. Independent sample T-test.mp4 60.1 MB
~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/5. Type conversion and casting.mp4 48.8 MB
~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/3. Dictionaries key-value pairs, methods.mp4 46.7 MB
~Get Your Files Here !/9. Transforming Data into Normal Distribution/1. Test normality of numeric data.mp4 44.9 MB
~Get Your Files Here !/9. Transforming Data into Normal Distribution/5. Yeo-johnson transformation method.mp4 43.6 MB
~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/4. Identify and assign correct dataset.mp4 42.3 MB
~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/5. Logical expressions in conditions.mp4 42.1 MB
~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/1. Importing dataset into Jupyter Notebook.mp4 41.0 MB
~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/2. Sets unique elements, operations.mp4 40.7 MB
~Get Your Files Here !/9. Transforming Data into Normal Distribution/4. Boxcox transformation method.mp4 39.7 MB
~Get Your Files Here !/9. Transforming Data into Normal Distribution/2. Square root transformation method.mp4 39.6 MB
~Get Your Files Here !/9. Transforming Data into Normal Distribution/3. Logarithm transformation method.mp4 38.9 MB
~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/7. Comparison operators (, =, =, ==, !=).mp4 37.0 MB
~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/6. Looping structures (for loops, while loops).mp4 36.5 MB
~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/6. Arithmetic operators (+, -, , , %, ).mp4 34.2 MB
~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/1. Why Python.mp4 34.1 MB
~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/8. Logical operators (and, or, not).mp4 33.7 MB
~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/4. Concatenating variables within dataset.mp4 32.9 MB
~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/3. Merging extra data with the dataset.mp4 32.7 MB
~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/1. Sorting and arranging dataset.mp4 32.4 MB
~Get Your Files Here !/8. What is Statistical Data Analysis/1. Various aspects of hypothesis testing.mp4 31.9 MB
~Get Your Files Here !/8. What is Statistical Data Analysis/3. Steps in hypothesis testing.mp4 31.3 MB
~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/4. Data types integers, float, strings, boolean.mp4 30.3 MB
~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/5. Dealing with duplicate values.mp4 29.6 MB
~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/3. Variables and naming conventions.mp4 29.5 MB
~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/4. Conditional statements (if, elif, else).mp4 29.4 MB
~Get Your Files Here !/7. Explore dataset and generate significant insights/1. What is exploratory data analysis.mp4 29.2 MB
~Get Your Files Here !/8. What is Statistical Data Analysis/2. Confidence level, significance level, p-value.mp4 28.7 MB
~Get Your Files Here !/7. Explore dataset and generate significant insights/7. Correlation - numeric vs numeric data.mp4 28.4 MB
~Get Your Files Here !/12. Handling Errors in Python/2. Enhancing python codes.mp4 27.2 MB
~Get Your Files Here !/12. Handling Errors in Python/1. Debugging errors in seconds.mp4 24.0 MB
~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/7. Defining, Creating and Calling functions.mp4 22.3 MB
~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/2. Your First Python Code Getting Started.mp4 15.2 MB
~Get Your Files Here !/4. What is Data Analysis/1. Understanding data analysis.mp4 11.1 MB
~Get Your Files Here !/4. What is Data Analysis/2. Step-by-step data analysis procedure.mp4 10.3 MB
~Get Your Files Here !/11. Understanding Python Errors/2. Syntax error.mp4 9.9 MB
~Get Your Files Here !/11. Understanding Python Errors/5. Attribute error.mp4 9.0 MB
~Get Your Files Here !/11. Understanding Python Errors/1. Module not found error.mp4 9.0 MB
~Get Your Files Here !/11. Understanding Python Errors/7. Type error.mp4 8.7 MB
~Get Your Files Here !/11. Understanding Python Errors/6. Value error.mp4 8.1 MB
~Get Your Files Here !/11. Understanding Python Errors/3. Key error.mp4 7.8 MB
~Get Your Files Here !/11. Understanding Python Errors/4. Index error.mp4 7.3 MB
~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/1.1 Mac.pdf 1.6 MB
~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/1.2 Windows.pdf 952.1 kB
~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/2.1 Instructions of setting up ChatGPT.pdf 419.0 kB
~Get Your Files Here !/4. What is Data Analysis/Practice datasets/sales data.xlsx 87.0 kB
~Get Your Files Here !/4. What is Data Analysis/Practice datasets/Extra Variable.xlsx 33.7 kB
~Get Your Files Here !/4. What is Data Analysis/Practice datasets/Extra Data.xlsx 10.7 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
~Get Your Files Here !/4. What is Data Analysis/__MACOSX/Practice datasets/_Extra Data.xlsx 344 Bytes
~Get Your Files Here !/4. What is Data Analysis/__MACOSX/Practice datasets/_Extra Variable.xlsx 344 Bytes
~Get Your Files Here !/4. What is Data Analysis/__MACOSX/Practice datasets/_sales data.xlsx 344 Bytes
~Get Your Files Here !/4. What is Data Analysis/3. Practice dataset and quizz instructions.html 303 Bytes
~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/1. Installing Python and Jupyter Notebook.html 232 Bytes
Get Bonus Downloads Here.url 182 Bytes
~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/7. Hypothesis Testing and Analysis.html 165 Bytes
~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/9. Python Programming Basics – Level 1.html 165 Bytes
~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/8. Python Programming Basics – Level 2.html 165 Bytes
~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/6. Data Cleaning in Python.html 165 Bytes
~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/5. Data Manipulation.html 165 Bytes
~Get Your Files Here !/7. Explore dataset and generate significant insights/8. Exploratory data analysis.html 165 Bytes
~Get Your Files Here !/8. What is Statistical Data Analysis/4. Statistical data analysis.html 165 Bytes
~Get Your Files Here !/9. Transforming Data into Normal Distribution/6. Data Transformation.html 165 Bytes
~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/2. Setting Up The AI Environment ChatGPT.html 138 Bytes

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