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Udemy - Data Analysis A-Z - Become Data Analyst in 30 Days

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Description
[ DevCourseWeb.com ] Data Analysis A-Z: Become Data Analyst in 30 Days



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







Published 10/2023

Created by Md Shahriar

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

Genre: eLearning | Language: English | Duration: 38 Lectures ( 4h 20m ) | Size: 1.61 GB



Unlock Data Analysis with Hands-on Python Proficiency. Master Full Work-flow and Become Pro Data Analyst in 30 Days.



What you'll learn

Understand and apply the complete data analysis workflow, from data cleaning to hypothesis testing, mirroring real-life scenarios.

Develop the personal capabilities of critical thinking and problem-solving essential for effective data analysis, decision-making, and recommendation.

Implement various data analysis techniques: value counts, percentage, group by, pivot tables, correlation, and regression, practically and professionally.

Solve more than 12 real-world data analytical questions to gain hands-on experience in applying data analysis skills to diverse situations.

Learn to derive significant insights from data and use them to make informed decisions and recommendations by emphasizing the practical application.

Gain proficiency in using Python for data analysis, covering key libraries and tools commonly employed in the industry.

Learn the principles of statistical inference, understand how to draw meaningful conclusions, and make data-driven decisions based on statistical evidence.

Cultivate the ability to think critically about data, and extract meaningful insights, and deliver actionable recommendations for informed decision-making.



Requirements

No coding Experience is Needed.

Mindset to be Successful.

Dedication to be Data Analyst.

Intention to Learn 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...



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File list
  • Udemy - Data Analysis A-Z - Become Data Analyst in 30 Days
  • ~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/1. Install Python and Jupyter Notebook.html 214 B
  • ~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/1.1 Mac.pdf 1.5 MB
  • ~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/1.2 Windows.pdf 929.7 KB
  • ~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/2. Setting Up ChatGPT for SMART Analysis.html 190 B
  • ~Get Your Files Here !/1. Setting Up Your Data Analysis Platform/2.1 Instructions of setting up ChatGPT.pdf 409.1 KB
  • ~Get Your Files Here !/2. What is Data Analysis/1. Day 1 Data analysis and its characteristics.mp4 10.6 MB
  • ~Get Your Files Here !/2. What is Data Analysis/2. Day 2 Complete data analysis work-flow.mp4 9.9 MB
  • ~Get Your Files Here !/2. What is Data Analysis/3. Practice datasets and instruction for QUIZES.html 303 B
  • ~Get Your Files Here !/2. What is Data Analysis/Practice datasets/Extra Data.xlsx 10.5 KB
  • ~Get Your Files Here !/2. What is Data Analysis/Practice datasets/Extra Variable.xlsx 33 KB
  • ~Get Your Files Here !/2. What is Data Analysis/Practice datasets/sales data.xlsx 85 KB
  • ~Get Your Files Here !/2. What is Data Analysis/__MACOSX/Practice datasets/_Extra Data.xlsx 344 B
  • ~Get Your Files Here !/2. What is Data Analysis/__MACOSX/Practice datasets/_Extra Variable.xlsx 344 B
  • ~Get Your Files Here !/2. What is Data Analysis/__MACOSX/Practice datasets/_sales data.xlsx 344 B
  • ~Get Your Files Here !/3. Stage 1 Data Cleaning A - Z/1. Day 3 Loading dataset in your jupyter notebook.mp4 39.1 MB
  • ~Get Your Files Here !/3. Stage 1 Data Cleaning A - Z/2. Day 4 Dealing with missing values.mp4 81.1 MB
  • ~Get Your Files Here !/3. Stage 1 Data Cleaning A - Z/3. Day 5 Dealing with inconsistent values.mp4 61.7 MB
  • ~Get Your Files Here !/3. Stage 1 Data Cleaning A - Z/4. Day 6 Dealing with miss-identified data types.mp4 40.3 MB
  • ~Get Your Files Here !/3. Stage 1 Data Cleaning A - Z/5. Day 7 Dealing with duplicated data.mp4 28.2 MB
  • ~Get Your Files Here !/3. Stage 1 Data Cleaning A - Z/6. QUIZ 1 Data Cleaning A-Z.html 159 B
  • ~Get Your Files Here !/3. Stage 1 Data Cleaning A - Z/7. Solution 1 Data Cleaning A-Z.html 71 B
  • ~Get Your Files Here !/3. Stage 1 Data Cleaning A - Z/7.1 Stage 1- Data Cleaning A-Z (Solution).ipynb 34.8 KB
  • ~Get Your Files Here !/4. Stage 2 Data Manipulation A-Z/1. Day 8 Learn data sorting and arrangement.mp4 30.9 MB
  • ~Get Your Files Here !/4. Stage 2 Data Manipulation A-Z/2. Day 9 Learn conditional data filtering.mp4 71.7 MB
  • ~Get Your Files Here !/4. Stage 2 Data Manipulation A-Z/3. Day 10 Learn to merge extra variables.mp4 31.1 MB
  • ~Get Your Files Here !/4. Stage 2 Data Manipulation A-Z/4. Day 11 Learn to concatenate extra data.mp4 31.4 MB
  • ~Get Your Files Here !/4. Stage 2 Data Manipulation A-Z/5. QUIZ 2 Data Manipulation A-Z.html 159 B
  • ~Get Your Files Here !/4. Stage 2 Data Manipulation A-Z/6. Solution 2 Data Manipulation A-Z.html 71 B
  • ~Get Your Files Here !/4. Stage 2 Data Manipulation A-Z/6.1 Stage 2- Data Manipulation A-Z (Solution).ipynb 85.4 KB
  • ~Get Your Files Here !/5. Stage 3 Exploratory Data Analysis A-Z/1. Day 12 Exploring value counts analysis method.mp4 165.6 MB
  • ~Get Your Files Here !/5. Stage 3 Exploratory Data Analysis A-Z/2. Day 13 Exploring descriptive statistics analysis method.mp4 95.7 MB
  • ~Get Your Files Here !/5. Stage 3 Exploratory Data Analysis A-Z/3. Day 14 Exploring group by analysis method.mp4 113.6 MB
  • ~Get Your Files Here !/5. Stage 3 Exploratory Data Analysis A-Z/4. Day 15 Exploring pivot table analysis method.mp4 144.4 MB
  • ~Get Your Files Here !/5. Stage 3 Exploratory Data Analysis A-Z/5. Day 16 Exploring crosstabulation analysis method.mp4 68.5 MB
  • ~Get Your Files Here !/5. Stage 3 Exploratory Data Analysis A-Z/6. Day 17 Exploring correlation analysis method.mp4 27.1 MB
  • ~Get Your Files Here !/5. Stage 3 Exploratory Data Analysis A-Z/7. QUIZ 3 Exploratory Data Analysis A-Z.html 159 B
  • ~Get Your Files Here !/5. Stage 3 Exploratory Data Analysis A-Z/8. Solution 3 Exploratory Data Analysis A-Z.html 71 B
  • ~Get Your Files Here !/5. Stage 3 Exploratory Data Analysis A-Z/8.1 Stage 3- Exploratory Data Analysis A-Z (Solution).ipynb 748.3 KB
  • ~Get Your Files Here !/6. Stage 4 Understanding Statistical Data Analysis A-Z/1. Day 18 Various aspects of hypothesis testing.mp4 30.4 MB
  • ~Get Your Files Here !/6. Stage 4 Understanding Statistical Data Analysis A-Z/2. Day 19 Understand confidence level, significance level and p-value.mp4 27.4 MB
  • ~Get Your Files Here !/6. Stage 4 Understanding Statistical Data Analysis A-Z/3. Day 20 Understand complete steps in hypothesis testing.mp4 29.8 MB
  • ~Get Your Files Here !/6. Stage 4 Understanding Statistical Data Analysis A-Z/4. QUIZ 4 Understanding Statistical Data Analysis A-Z.html 159 B
  • ~Get Your Files Here !/7. Stage 5 Data Transformation A-Z/1. Day 21 Testing normal distribution of numeric variables.mp4 42.8 MB
  • ~Get Your Files Here !/7. Stage 5 Data Transformation A-Z/2. Day 22 Square root transformation for normal distribution.mp4 37.8 MB
  • ~Get Your Files Here !/7. Stage 5 Data Transformation A-Z/3. Day 23 Logarithmic transformation for normal distribution.mp4 37 MB
  • ~Get Your Files Here !/7. Stage 5 Data Transformation A-Z/4. Day 24 Box-cox transformation for normal distribution.mp4 37.9 MB
  • ~Get Your Files Here !/7. Stage 5 Data Transformation A-Z/5. Day 25 Yeo-Johnson transformation for normal distribution.mp4 41.6 MB
  • ~Get Your Files Here !/7. Stage 5 Data Transformation A-Z/6. QUIZ 5 Data Transformation A-Z.html 159 B
  • ~Get Your Files Here !/7. Stage 5 Data Transformation A-Z/7. Solution 5 Data Transformation A-Z.html 71 B
  • ~Get Your Files Here !/7. Stage 5 Data Transformation A-Z/7.1 Stage 5- Data Transformation A-Z (Solution).ipynb 1.2 MB
  • ~Get Your Files Here !/8. Stage 6 Hypothesis Testing A-Z/1. Day 26 One way between groups ANOVA.mp4 67.3 MB
  • ~Get Your Files Here !/8. Stage 6 Hypothesis Testing A-Z/2. Day 27 Pearson product-moment correlation coefficient.mp4 82.5 MB
  • ~Get Your Files Here !/8. Stage 6 Hypothesis Testing A-Z/3. Day 28 Multiple linear regression analysis with statsmodel.api.mp4 103.8 MB
  • ~Get Your Files Here !/8. Stage 6 Hypothesis Testing A-Z/4. Final QUIZ Hypothesis Testing A-Z.html 159 B
  • ~Get Your Files Here !/8. Stage 6 Hypothesis Testing A-Z/5. Final Solution Hypothesis Testing A-Z.html 75 B
  • ~Get Your Files Here !/8. Stage 6 Hypothesis Testing A-Z/5.1 Stage 6- Hypothesis Testing A-Z (Solution).ipynb 1.2 MB
  • ~Get Your Files Here !/9. Tips, Tricks and Resources!/1. ChatGPT for smooth python coding in Data Analysis.mp4 60.3 MB
  • ~Get Your Files Here !/9. Tips, Tricks and Resources!/2. Course Resources.html 92 B
  • ~Get Your Files Here !/9. Tips, Tricks and Resources!/2.1 Complete Data Analysis Work-flow.pptx 47.1 KB
  • ~Get Your Files Here !/9. Tips, Tricks and Resources!/2.2 Confidence, significance and p value.pdf 53.6 KB
  • ~Get Your Files Here !/9. Tips, Tricks and Resources!/2.3 Data Analysis.pptx 38.7 KB
  • ~Get Your Files Here !/9. Tips, Tricks and Resources!/2.4 Steps in Hypothesis Testing.pdf 333.5 KB
  • ~Get Your Files Here !/9. Tips, Tricks and Resources!/2.5 Various aspects of Hypothesis.pdf 58.9 KB
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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