DevCourseWeb com Udemy Python Data Analysis Bootcamp for Beginners All in One

DevCourseWeb com Udemy Python Data Analysis Bootcamp for Beginners All in One

Name	[ DevCourseWeb.com ] Udemy - Python Data Analysis Bootcamp for Beginners - All in One	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.6 GB
Total Files	78
Last Seen	2025-07-17 23:55
Hash	5C38B4470761FFF127E3733BE56427B1B908EC2D

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Get Bonus Downloads Here.url	0.2 KB
/.../1. Setting Up Your Data Analysis Environment/
1. Installing Python and Jupyter Notebook.html	0.2 KB
1.1 Mac.pdf	1.6 MB
1.2 Windows.pdf	952.1 KB
2. Setting Up The AI Environment ChatGPT.html	0.1 KB
2.1 Instructions of setting up ChatGPT.pdf	419.0 KB
/.../10. Statistical Analysis and Hypothesis Testing/
1. One sample T-test.mp4	73.6 MB
2. Independent sample T-test.mp4	60.1 MB
3. One way analysis of variance (ANOVA).mp4	70.6 MB
4. Chi-square test for independence.mp4	87.7 MB
5. Pearson correlation analysis.mp4	86.5 MB
6. Linear regression analysis.mp4	108.8 MB
7. Hypothesis Testing and Analysis.html	0.2 KB
/.../11. Understanding Python Errors/
1. Module not found error.mp4	9.0 MB
2. Syntax error.mp4	9.9 MB
3. Key error.mp4	7.8 MB
4. Index error.mp4	7.3 MB
5. Attribute error.mp4	9.0 MB
6. Value error.mp4	8.1 MB
7. Type error.mp4	8.7 MB
/.../12. Handling Errors in Python/
1. Debugging errors in seconds.mp4	24.0 MB
2. Enhancing python codes.mp4	27.2 MB
/.../2. Python Programming Fundamentals - Level 1/
1. Why Python.mp4	34.1 MB
2. Your First Python Code Getting Started.mp4	15.2 MB
3. Variables and naming conventions.mp4	29.5 MB
4. Data types integers, float, strings, boolean.mp4	30.3 MB
5. Type conversion and casting.mp4	48.8 MB
6. Arithmetic operators (+, -, , , %, ).mp4	34.2 MB
7. Comparison operators (, =, =, ==, !=).mp4	37.0 MB
8. Logical operators (and, or, not).mp4	33.7 MB
9. Python Programming Basics – Level 1.html	0.2 KB
/.../3. Python Programming Fundamentals - Level 2/
1. Lists creation, indexing, slicing, modifying.mp4	77.1 MB
2. Sets unique elements, operations.mp4	40.7 MB
3. Dictionaries key-value pairs, methods.mp4	46.7 MB
4. Conditional statements (if, elif, else).mp4	29.4 MB
5. Logical expressions in conditions.mp4	42.1 MB
6. Looping structures (for loops, while loops).mp4	36.5 MB
7. Defining, Creating and Calling functions.mp4	22.3 MB
8. Python Programming Basics – Level 2.html	0.2 KB
/.../4. What is Data Analysis/
1. Understanding data analysis.mp4	11.1 MB
2. Step-by-step data analysis procedure.mp4	10.3 MB
3. Practice dataset and quizz instructions.html	0.3 KB
/.../4. What is Data Analysis/Practice datasets/
Extra Data.xlsx	10.7 KB
Extra Variable.xlsx	33.7 KB
sales data.xlsx	87.0 KB
/.../4. What is Data Analysis/__MACOSX/Practice datasets/
_Extra Data.xlsx	0.3 KB
_Extra Variable.xlsx	0.3 KB
_sales data.xlsx	0.3 KB
/.../5. Clean Dataset for Integrity and Validity/
1. Importing dataset into Jupyter Notebook.mp4	41.0 MB
2. Imputing missing values with SimpleImputer.mp4	85.0 MB
3. Finding and dealing with inconsistent data.mp4	64.8 MB
4. Identify and assign correct dataset.mp4	42.3 MB
5. Dealing with duplicate values.mp4	29.6 MB
6. Data Cleaning in Python.html	0.2 KB
/.../6. Manipulate Data to Increase the Functionality/
1. Sorting and arranging dataset.mp4	32.4 MB
2. Conditional Filtering of dataset.mp4	75.1 MB
3. Merging extra data with the dataset.mp4	32.7 MB
4. Concatenating variables within dataset.mp4	32.9 MB
5. Data Manipulation.html	0.2 KB
/.../7. Explore dataset and generate significant insights/
1. What is exploratory data analysis.mp4	29.2 MB
2. Frequency and percentage analysis.mp4	173.7 MB
3. Descriptive analysis for numeric data.mp4	100.3 MB
4. Grouping analysis - numeric measure by nominal data.mp4	119.1 MB
5. Pivot table - a tabulation of insights.mp4	151.4 MB
6. Crosstabulation - categorical vs categorical data.mp4	71.9 MB
7. Correlation - numeric vs numeric data.mp4	28.4 MB
8. Exploratory data analysis.html	0.2 KB
/.../8. What is Statistical Data Analysis/
1. Various aspects of hypothesis testing.mp4	31.9 MB
2. Confidence level, significance level, p-value.mp4	28.7 MB
3. Steps in hypothesis testing.mp4	31.3 MB
4. Statistical data analysis.html	0.2 KB
/.../9. Transforming Data into Normal Distribution/
1. Test normality of numeric data.mp4	44.9 MB
2. Square root transformation method.mp4	39.6 MB
3. Logarithm transformation method.mp4	38.9 MB
4. Boxcox transformation method.mp4	39.7 MB
5. Yeo-johnson transformation method.mp4	43.6 MB
6. Data Transformation.html	0.2 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 78