Udemy - Introduction to Statistics with Python

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size2.4 GB
  • Uploaded Byfreecoursewb
  • Downloads78
  • Last checkedFeb. 14th '22
  • Date uploadedFeb. 11th '22
  • Seeders 6
  • Leechers6

Infohash : F4787C6FBE38444CF760F45BCEC21443B15E9355

Introduction to Statistics with Python



https://DevCourseWeb.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 59 lectures (7h 43m) | Size: 2.22 GB

Where Statistics and Programming Meet

What you'll learn
Basic statistical analysis
How to utilize the Jupyter Notebook
Basic of the Python language for statistical analysis
Data visualization

Requirements
No prior coding experience required
No prior statistical experience required

Files:

[ DevCourseWeb.com ] Udemy - Introduction to Statistics with Python
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. What is statistics
    • 1. Lesson 1.1 What is statistics.mp4 (38.8 MB)
    • 1. Lesson 1.1 What is statistics.srt (12.5 KB)
    • 2. Lesson 1.2 Types of Variables.mp4 (26.3 MB)
    • 2. Lesson 1.2 Types of Variables.srt (11.8 KB)
    • 3. Lesson 1.3 More on Variables.mp4 (31.1 MB)
    • 3. Lesson 1.3 More on Variables.srt (11.9 KB)
    • 4. Lesson 1.4 Statistical Notation.mp4 (42.6 MB)
    • 4. Lesson 1.4 Statistical Notation.srt (9.7 KB)
    • 5. Section 1 Quiz.html (0.2 KB)
    10. What is Two Sample Hypothesis Testing
    • 1. Lesson 10.1 T-test for Two Means.mp4 (67.0 MB)
    • 1. Lesson 10.1 T-test for Two Means.srt (16.8 KB)
    • 2. Lesson 10.2 T-test for Two Means in Python.mp4 (74.5 MB)
    • 2. Lesson 10.2 T-test for Two Means in Python.srt (17.2 KB)
    • 2.1 10-2.ipynb (18.0 KB)
    • 3. Lesson 10.3 Paired T-Test.mp4 (35.9 MB)
    • 3. Lesson 10.3 Paired T-Test.srt (10.8 KB)
    • 4. Lesson 10.4 Paired T-Test in Python.mp4 (47.7 MB)
    • 4. Lesson 10.4 Paired T-Test in Python.srt (13.9 KB)
    • 4.1 10-4.ipynb (7.6 KB)
    • 5. Lesson 10.5 Two-Sample Test of Proportions.mp4 (20.2 MB)
    • 5. Lesson 10.5 Two-Sample Test of Proportions.srt (7.4 KB)
    • 6. Lesson 10.6 Two-Sample Test of Proportions in Python.mp4 (52.4 MB)
    • 6. Lesson 10.6 Two-Sample Test of Proportions in Python.srt (12.4 KB)
    • 6.1 10-6.ipynb (2.8 KB)
    • 7. Section 10 Quiz.html (0.2 KB)
    11. What is Analysis of Variance
    • 1. Lesson 11.1 ANOVA.mp4 (76.6 MB)
    • 1. Lesson 11.1 ANOVA.srt (18.9 KB)
    • 1.1 11-1.ipynb (7.1 KB)
    • 2. Lesson 11.2 Other Forms of ANOVA OPTIONAL.mp4 (23.6 MB)
    • 2. Lesson 11.2 Other Forms of ANOVA OPTIONAL.srt (6.9 KB)
    • 3. Lesson 11.3 ANOVA Under the Hood OPTIONAL.mp4 (23.7 MB)
    • 3. Lesson 11.3 ANOVA Under the Hood OPTIONAL.srt (9.8 KB)
    • 4. Section 11 Quiz.html (0.2 KB)
    12. What is Correlation and Regression
    • 1. Lesson 12.1 Scatter Plots & Correlation.mp4 (24.5 MB)
    • 1. Lesson 12.1 Scatter Plots & Correlation.srt (9.7 KB)
    • 2. Lesson 12.2 Find Correlation in Python.mp4 (76.9 MB)
    • 2. Lesson 12.2 Find Correlation in Python.srt (15.8 KB)
    • 2.1 12-2.ipynb (31.3 KB)
    • 3. Lesson 12.3 Simple Linear Regression.mp4 (29.7 MB)
    • 3. Lesson 12.3 Simple Linear Regression.srt (14.5 KB)
    • 4. Lesson 12.4 Calculate Simple Linear Regression in Python.mp4 (72.5 MB)
    • 4. Lesson 12.4 Calculate Simple Linear Regression in Python.srt (17.1 KB)
    • 4.1 12-4.ipynb (8.0 KB)
    • 5. Lesson 12.5 Multiple Regression.mp4 (30.6 MB)
    • 5. Lesson 12.5 Multiple Regression.srt (12.5 KB)
    • 6. Lesson 12.6 Calculate Multiple Regression in Python.mp4 (79.7 MB)
    • 6. Lesson 12.6 Calculate Multiple Regression in Python.srt (17.8 KB)
    • 6.1 12-6.ipynb (58.7 KB)
    • 7. Section 12 Quiz.html (0.2 KB)
    13. What is Chi-Square
    • 1. Lesson 13.1 Chi Square Goodness of Fit.mp4 (40.9 MB)
    • 1. Lesson 13.1 Chi Square Goodness of Fit.srt (11.3 KB)
    • 2. Lesson 13.2 Chi-Square Goodness of Fit in Python.mp4 (59.1 MB)
    • 2. Lesson 13.2 Chi-Square Goodness of Fit in Python.srt (13.3 KB)
    • 2.1 13-2.ipynb (189.6 KB)
    • 3. Lesson 13.3 Chi-Square Test of Independence in Python.mp4 (47.3 MB)
    • 3. Lesson 13.3 Chi-Square Test of Independence in Python.srt (11.8 KB)
    • 3.1 13-3.ipynb (11.4 KB)
    • 4. Conclusion.mp4 (29.7 MB)
    • 4. Conclusion.srt (5.5 KB)
    • 5. Section 13 Quiz.html (0.2 KB)
    2. How do You Use Python
    • 1. 2.1 Installing Python.html (0.6 KB)
    • 2. Lesson 2.2 Python Basics.mp4 (37.1 MB)
    • 2. Lesson 2.2 Python Basics.srt (11.6 KB)
    • 2.1 2-2.ipynb (2.9 KB)
    • 3. Lesson 2.3 Functions.mp4 (42.4 MB)
    • 3. Lesson 2.3 Functions.srt (13.0 KB)
    • 4. Lesson 2.4 Loading Data.mp4 (70.6 MB)
    • 4. Lesson 2.4 Loading Data.srt (16.5 KB)
    • 4.1 2-4.ipynb (65.0 KB)
    • 5. Section 2 Quiz.html (0.2 KB)
    3. How do You Visualize Numbers
    • 1. Instructions for loading CSV files.html (0.1 KB)
    • 1.1 iris.csv (3.8 KB)
    • 1.2 Read_csv.pdf (18.9 KB)
    • 2. Lesson 3.1 Frequency Tables with Categorical Variables.mp4 (28.0 MB)
    • 2. Lesson 3.1 Frequency Tables with Categorical Variables.srt (8.3 KB)
    • 3. Lesson 3.2 Frequency Tables with Categorical Variables in Python.mp4 (46.4 MB)
    • 3. Lesson 3.2 Frequency Tables with Categorical Variables in Python.srt (11.5 KB)
    • 3.1 3.2.ipynb (332.5 KB)
    • 4. Lesson 3.3 Frequency Tables with Continuous Variables.mp4 (61.9 MB)
    • 4. Lesson 3.3 Frequency Tables with Continuous Variables.srt (18.3 KB)
    • 5. Lesson 3.4 Scatter Plot & Histogram.mp4 (77.2 MB)
    • 5. Lesson 3.4 Scatter Plot & Histogram.srt (21.1 KB)
    • 5.1 3.4.ipynb (67.6 KB)
    • 6. Section 3 Quiz.html (0.2 KB)
    4. What are Measures of Central Tendency
    • 1. Instructions for loading CSV files.html (0.1 KB)
    • 1.1 iris.csv (3.8 KB)
    • 1.2 Read_csv.pdf (18.9 KB)
    • 2. Lesson 4.1 Mean, Median, Mode.mp4 (40.7 MB)
    • 2. Lesson 4.1 Mean, Median, Mode.srt (14.5 KB)
    • 3. Lesson 4.2 Mean, Median, Mode in Python.mp4 (25.0 MB)
    • 3. Lesson 4.2 Mean, Median, Mode in Python.srt (8.1 KB)
    • 3.1 4.2.ipynb (2.3 KB)
    • 4. Lesson 4.3 Mean vs Median vs Mode OPTIONAL.mp4 (22.7 MB)
    • 4. Lesson 4.3 Mean vs Median vs Mode OPTIONAL.srt (9.0 KB)
    • 5. Section 4 Quiz.html (0.2 KB)
    5. What are Measures of Dispersion
    • 1. Instructions for loading CSV files.html (0.1 KB)
    • 1.1 iris.csv (3.8 KB)
    • 1.2 Read_csv.pdf (18.9 KB)
    • 2. Lesson 5.1 Range and Finding Range in Python.mp4 (33.7 MB)

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