Don't like banners? Log in and we will make sure you see no banners. For free.
No cover art

Udemy - Python Data Analysis Bootcamp for Beginners - All in One

Other
Size
2.4 GB
Seeders
1
Leechers
0
Files
77
Category
Other
Added
at 7:12pm GMT+1
Infohash
5c38b4470761fff127e3733be56427b1b908ec2d
Direct linkTorrent fileDownload now
Don't like banners? Log in and we will make sure you see no banners. For free.

Description
[ DevCourseWeb.com ] Python Data Analysis Bootcamp for Beginners: All in One



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Published 1/2024

Created by Md Shahriar

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English | Duration: 59 Lectures ( 7h 4m ) | Size: 2.41 GB



Master Python Essentials, Data Cleaning, Manipulation, Analysis, Transformation, Statistics, Hypothesis Testing and More



What you'll learn:

Learn Python's syntax, data types, variables, and operators to construct simple programs and execute basic functions.

Learn to regulate program flow, use loops and conditional statements like if, elif, and else.

Acquire skills to use Python lists, dictionaries, tuples, and sets.

Learn NumPy and Pandas the key Python packages for data manipulation and computing.

Learn how to quickly fix NameError, TypeError, IndentationError, and other issues.

Harness the power of ChatGPT for real-time code suggestions, completion, and improvement.

Learn and apply the data analysis methodology, from data cleaning to hypothesis testing, in real-world applications.

Increase your critical thinking and problem-solving skills for data analysis, decision-making, and recommendation.

Use value counts, percentage, group by, pivot tables, correlation, and regression professionally and realistically.

Solve over 60+ real-world data analytical questions to practice applying data analysis to various circumstances.

Emphasize practical application to gain valuable insights from data and create educated judgments and suggestions.

Learn Python for data analysis using industry-standard libraries and tools.

Master statistical inference, draw meaningful findings, and make data-driven decisions.

Develop critical thinking, data analysis, and practical recommendations for informed decision-making.



Requirements:

No coding experience is needed

Desire to learn data analysis in python



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



Image error



Image error

File list
  • Udemy - Python Data Analysis Bootcamp for Beginners - All in One
  • ~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 929.7 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 409.1 KB
  • ~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/1. One sample T-test.mp4 70.2 MB
  • ~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/2. Independent sample T-test.mp4 57.3 MB
  • ~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/3. One way analysis of variance (ANOVA).mp4 67.3 MB
  • ~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/4. Chi-square test for independence.mp4 83.6 MB
  • ~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/5. Pearson correlation analysis.mp4 82.5 MB
  • ~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/6. Linear regression analysis.mp4 103.8 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 22.9 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 32.5 MB
  • ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/2. Your First Python Code Getting Started.mp4 14.5 MB
  • ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/3. Variables and naming conventions.mp4 28.1 MB
  • ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/4. Data types integers, float, strings, boolean.mp4 28.9 MB
  • ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/5. Type conversion and casting.mp4 46.6 MB
  • ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/6. Arithmetic operators (+, -, , , %, ).mp4 32.6 MB
  • ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/7. Comparison operators (, =, =, ==, !=).mp4 35.3 MB
  • ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/8. Logical operators (and, or, not).mp4 32.1 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 73.6 MB
  • ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/2. Sets unique elements, operations.mp4 38.8 MB
  • ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/3. Dictionaries key-value pairs, methods.mp4 44.6 MB
  • ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/4. Conditional statements (if, elif, else).mp4 28.1 MB
  • ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/5. Logical expressions in conditions.mp4 40.1 MB
  • ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/6. Looping structures (for loops, while loops).mp4 34.8 MB
  • ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/7. Defining, Creating and Calling functions.mp4 21.3 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 10.6 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 10.5 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 39.1 MB
  • ~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/2. Imputing missing values with SimpleImputer.mp4 81.1 MB
  • ~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/3. Finding and dealing with inconsistent data.mp4 61.8 MB
  • ~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/4. Identify and assign correct dataset.mp4 40.3 MB
  • ~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/5. Dealing with duplicate values.mp4 28.2 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 30.9 MB
  • ~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/2. Conditional Filtering of dataset.mp4 71.6 MB
  • ~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/3. Merging extra data with the dataset.mp4 31.2 MB
  • ~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/4. Concatenating variables within dataset.mp4 31.4 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 27.9 MB
  • ~Get Your Files Here !/7. Explore dataset and generate significant insights/2. Frequency and percentage analysis.mp4 165.7 MB
  • ~Get Your Files Here !/7. Explore dataset and generate significant insights/3. Descriptive analysis for numeric data.mp4 95.7 MB
  • ~Get Your Files Here !/7. Explore dataset and generate significant insights/4. Grouping analysis - numeric measure by nominal data.mp4 113.6 MB
  • ~Get Your Files Here !/7. Explore dataset and generate significant insights/5. Pivot table - a tabulation of insights.mp4 144.4 MB
  • ~Get Your Files Here !/7. Explore dataset and generate significant insights/6. Crosstabulation - categorical vs categorical data.mp4 68.6 MB
  • ~Get Your Files Here !/7. Explore dataset and generate significant insights/7. Correlation - numeric vs numeric data.mp4 27.1 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 30.4 MB
  • ~Get Your Files Here !/8. What is Statistical Data Analysis/2. Confidence level, significance level, p-value.mp4 27.4 MB
  • ~Get Your Files Here !/8. What is Statistical Data Analysis/3. Steps in hypothesis testing.mp4 29.8 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 42.8 MB
  • ~Get Your Files Here !/9. Transforming Data into Normal Distribution/2. Square root transformation method.mp4 37.8 MB
  • ~Get Your Files Here !/9. Transforming Data into Normal Distribution/3. Logarithm transformation method.mp4 37.1 MB
  • ~Get Your Files Here !/9. Transforming Data into Normal Distribution/4. Boxcox transformation method.mp4 37.9 MB
  • ~Get Your Files Here !/9. Transforming Data into Normal Distribution/5. Yeo-johnson transformation method.mp4 41.6 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

Rating
Not rated yet
Log in to rate

Comments

No comments yet.


Similar torrents
NameSizeDate
2.9 GB01
3.2 GB01
464 MB01
1.9 GB01
1.2 GB01