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TORRENT DETAILS
Udemy - Data Analysis A-Z - Become Data Analyst In 30 Days
TORRENT SUMMARY
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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.
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FILE LIST
Filename
Size
~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
