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[ DevCourseWeb com ] Udemy - Introduction to Statistics with Python
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1. What is statistics
1. Lesson 1.1 What is statistics.mp4
1. Lesson 1.1 What is statistics.srt
2. Lesson 1.2 Types of Variables.mp4
2. Lesson 1.2 Types of Variables.srt
3. Lesson 1.3 More on Variables.mp4
3. Lesson 1.3 More on Variables.srt
4. Lesson 1.4 Statistical Notation.mp4
4. Lesson 1.4 Statistical Notation.srt
5. Section 1 Quiz.html
10. What is Two Sample Hypothesis Testing
1. Lesson 10.1 T-test for Two Means.mp4
1. Lesson 10.1 T-test for Two Means.srt
2. Lesson 10.2 T-test for Two Means in Python.mp4
2. Lesson 10.2 T-test for Two Means in Python.srt
2.1 10-2.ipynb
3. Lesson 10.3 Paired T-Test.mp4
3. Lesson 10.3 Paired T-Test.srt
4. Lesson 10.4 Paired T-Test in Python.mp4
4. Lesson 10.4 Paired T-Test in Python.srt
4.1 10-4.ipynb
5. Lesson 10.5 Two-Sample Test of Proportions.mp4
5. Lesson 10.5 Two-Sample Test of Proportions.srt
6. Lesson 10.6 Two-Sample Test of Proportions in Python.mp4
6. Lesson 10.6 Two-Sample Test of Proportions in Python.srt
6.1 10-6.ipynb
7. Section 10 Quiz.html
11. What is Analysis of Variance
1. Lesson 11.1 ANOVA.mp4
1. Lesson 11.1 ANOVA.srt
1.1 11-1.ipynb
2. Lesson 11.2 Other Forms of ANOVA OPTIONAL.mp4
2. Lesson 11.2 Other Forms of ANOVA OPTIONAL.srt
3. Lesson 11.3 ANOVA Under the Hood OPTIONAL.mp4
3. Lesson 11.3 ANOVA Under the Hood OPTIONAL.srt
4. Section 11 Quiz.html
12. What is Correlation and Regression
1. Lesson 12.1 Scatter Plots & Correlation.mp4
1. Lesson 12.1 Scatter Plots & Correlation.srt
2. Lesson 12.2 Find Correlation in Python.mp4
2. Lesson 12.2 Find Correlation in Python.srt
2.1 12-2.ipynb
3. Lesson 12.3 Simple Linear Regression.mp4
3. Lesson 12.3 Simple Linear Regression.srt
4. Lesson 12.4 Calculate Simple Linear Regression in Python.mp4
4. Lesson 12.4 Calculate Simple Linear Regression in Python.srt
4.1 12-4.ipynb
5. Lesson 12.5 Multiple Regression.mp4
5. Lesson 12.5 Multiple Regression.srt
6. Lesson 12.6 Calculate Multiple Regression in Python.mp4
6. Lesson 12.6 Calculate Multiple Regression in Python.srt
6.1 12-6.ipynb
7. Section 12 Quiz.html
13. What is Chi-Square
1. Lesson 13.1 Chi Square Goodness of Fit.mp4
1. Lesson 13.1 Chi Square Goodness of Fit.srt
2. Lesson 13.2 Chi-Square Goodness of Fit in Python.mp4
2. Lesson 13.2 Chi-Square Goodness of Fit in Python.srt
2.1 13-2.ipynb
3. Lesson 13.3 Chi-Square Test of Independence in Python.mp4
3. Lesson 13.3 Chi-Square Test of Independence in Python.srt
3.1 13-3.ipynb
4. Conclusion.mp4
4. Conclusion.srt
5. Section 13 Quiz.html
2. How do You Use Python
1. 2.1 Installing Python.html
2. Lesson 2.2 Python Basics.mp4
2. Lesson 2.2 Python Basics.srt
2.1 2-2.ipynb
3. Lesson 2.3 Functions.mp4
3. Lesson 2.3 Functions.srt
4. Lesson 2.4 Loading Data.mp4
4. Lesson 2.4 Loading Data.srt
4.1 2-4.ipynb
5. Section 2 Quiz.html
3. How do You Visualize Numbers
1. Instructions for loading CSV files.html
1.1 iris.csv
1.2 Read_csv.pdf
2. Lesson 3.1 Frequency Tables with Categorical Variables.mp4
2. Lesson 3.1 Frequency Tables with Categorical Variables.srt
3. Lesson 3.2 Frequency Tables with Categorical Variables in Python.mp4
3. Lesson 3.2 Frequency Tables with Categorical Variables in Python.srt
3.1 3.2.ipynb
4. Lesson 3.3 Frequency Tables with Continuous Variables.mp4
4. Lesson 3.3 Frequency Tables with Continuous Variables.srt
5. Lesson 3.4 Scatter Plot & Histogram.mp4
5. Lesson 3.4 Scatter Plot & Histogram.srt
5.1 3.4.ipynb
6. Section 3 Quiz.html
4. What are Measures of Central Tendency
1. Instructions for loading CSV files.html
1.1 iris.csv
1.2 Read_csv.pdf
2. Lesson 4.1 Mean, Median, Mode.mp4
2. Lesson 4.1 Mean, Median, Mode.srt
3. Lesson 4.2 Mean, Median, Mode in Python.mp4
3. Lesson 4.2 Mean, Median, Mode in Python.srt
3.1 4.2.ipynb
4. Lesson 4.3 Mean vs Median vs Mode OPTIONAL.mp4
4. Lesson 4.3 Mean vs Median vs Mode OPTIONAL.srt
5. Section 4 Quiz.html
5. What are Measures of Dispersion
1. Instructions for loading CSV files.html
1.1 iris.csv
1.2 Read_csv.pdf
2. Lesson 5.1 Range and Finding Range in Python.mp4
2. Lesson 5.1 Range and Finding Range in Python.srt
2.1 5-1.ipynb
3. Lesson 5.2 Variance & Standard Deviation.mp4
3. Lesson 5.2 Variance & Standard Deviation.srt
4. Lesson 5.3 Find Variance & Standard Deviation in Python.mp4
4. Lesson 5.3 Find Variance & Standard Deviation in Python.srt
5. Lesson 5.4 Quartiles.mp4
5. Lesson 5.4 Quartiles.srt
6. Lesson 5.5 Find Quartiles and make Box plots in Python.mp4
6. Lesson 5.5 Find Quartiles and make Box plots in Python.srt
6.1 5-5.ipynb
7. Lesson 5.6 Kurtosis & Skew.mp4
7. Lesson 5.6 Kurtosis & Skew.srt
8. Lesson 5.7 Find Kurtosis and Skew in Python.mp4
8. Lesson 5.7 Find Kurtosis and Skew in Python.srt
8.1 5-7.ipynb
9. Section 5 Quiz.html
6. What is Probability
1. Lesson 6.1-Probability.mp4
1. Lesson 6.1-Probability.srt
2. Lesson 6-2 Bayesian Probability OPTIONAL.mp4
2. Lesson 6-2 Bayesian Probability OPTIONAL.srt
3. Lesson 6-3 Review OPTIONAL.mp4
3. Lesson 6-3 Review OPTIONAL.srt
7. What is Normal Distribution
1. Lesson 7.1 Normal Distribution.mp4
1. Lesson 7.1 Normal Distribution.srt
2. Lesson 7.2 Standard Normal Distribution.mp4
2. Lesson 7.2 Standard Normal Distribution.srt
3. Lesson 7.3 Normal, Standard, & Sampling Distributions OPTIONAL.mp4
3. Lesson 7.3 Normal, Standard, & Sampling Distributions OPTIONAL.srt
4. Section 7 Quiz.html
8. What are Confidence Intervals
1. Lesson 8.1 Confidence Intervals Defined.mp4
1. Lesson 8.1 Confidence Intervals Defined.srt
2. Lesson 8.2 Finding Confidence Intervals in Python.mp4
2. Lesson 8.2 Finding Confidence Intervals in Python.srt
2.1 8-2.ipynb
3. Lesson 8.3 Confidence Intervals for Proportions.mp4
3. Lesson 8.3 Confidence Intervals for Proportions.srt
4. Lesson 8.4 Finding Confidence Intervals for Proportions in Python.mp4
4. Lesson 8.4 Finding Confidence Intervals for Proportions in Python.srt
4.1 8.4.ipynb
5. Section 8 Quiz.html
9. What is Hypothesis Testing
1. Lesson 9.1 Hypotheses.mp4
1. Lesson 9.1 Hypotheses.srt
2. Lesson 9.2 One Sample t-test.mp4
2. Lesson 9.2 One Sample t-test.srt
3. Lesson 9.3 One Sample t-test in Python.mp4
3. Lesson 9.3 One Sample t-test in Python.srt
3.1 9.3.ipynb
4. Lesson 9.4 t-test for Proportion.mp4
4. Lesson 9.4 t-test for Proportion.srt
5. Lesson 9.5 t-test for Proportion in Python.mp4
5. Lesson 9.5 t-test for Proportion in Python.srt
5.1 9.5.ipynb
6. Section 9 Quiz.html
Bonus Resources.txt
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