[ WebToolTip.com ] Udemy - Applied Statistics and Probability for Data Science - Python
大小1.49 GB
文件数65
Info Hash:327B3AFDAE816FC571D86F861BF4B5258CF93F35
收录时间2026-01-13 22:33:40
更新时间2026-01-13 22:33:40
文件列表 (65)
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180 B
~Get Your Files Here !/1 - Foundations of Statistics/1. Introduction.mp4
65.05 MB
~Get Your Files Here !/1 - Foundations of Statistics/1. Introduction_Resource_1 1 Introduction to Statistics Understanding Data and Datasets xlsx.xlsx
13.24 KB
~Get Your Files Here !/1 - Foundations of Statistics/2. Exploring Variables Using Examples.mp4
45.75 MB
~Get Your Files Here !/1 - Foundations of Statistics/2. Exploring Variables Using Examples_Resource_1 2 Exploring Variables Using Telecom Industry Examples xlsx.xlsx
14 KB
~Get Your Files Here !/1 - Foundations of Statistics/3. Quantitative Variables Concepts and Applications.mp4
49.68 MB
~Get Your Files Here !/1 - Foundations of Statistics/3. Quantitative Variables Concepts and Applications_Resource_1 3 Quantitative Variables Concepts and Applications xlsx.xlsx
16.34 KB
~Get Your Files Here !/10 - Bayes' Theorem and Predictive Analytics/35. Bayes' Theorem Overview.mp4
17.26 MB
~Get Your Files Here !/10 - Bayes' Theorem and Predictive Analytics/36. Predicting Customer Churn.mp4
50.75 MB
~Get Your Files Here !/10 - Bayes' Theorem and Predictive Analytics/36. Predicting Customer Churn_Resource_10 2 Predicting Customer Churn xlsx.xlsx
36.91 KB
~Get Your Files Here !/10 - Bayes' Theorem and Predictive Analytics/37. Implementing Bayes’ Theorem in Python.mp4
23.43 MB
~Get Your Files Here !/10 - Bayes' Theorem and Predictive Analytics/38. Use cases Bayes Theorem.mp4
20.73 MB
~Get Your Files Here !/11 - Inferential Statistics and Hypothesis Testing/39. Inferential Statistics Overview.mp4
35.4 MB
~Get Your Files Here !/11 - Inferential Statistics and Hypothesis Testing/40. Forecasting Data Usage with Inferential Methods.mp4
17.68 MB
~Get Your Files Here !/11 - Inferential Statistics and Hypothesis Testing/41. Introduction to Hypothesis Testing.mp4
84 MB
~Get Your Files Here !/11 - Inferential Statistics and Hypothesis Testing/42. Understanding t Tests and Their Variants.mp4
42.24 MB
~Get Your Files Here !/11 - Inferential Statistics and Hypothesis Testing/43. Step by Step Performing a Two Sample t Test.mp4
15.39 MB
~Get Your Files Here !/11 - Inferential Statistics and Hypothesis Testing/44. Use Case Predicting 5G Data Speeds Using t Tests.mp4
47.23 MB
~Get Your Files Here !/2 - Python Basics for Analytics/4. Python Basics for Data Analysis (Handson).mp4
54.15 MB
~Get Your Files Here !/2 - Python Basics for Analytics/4. Python Basics for Data Analysis (Handson)_Resource_2 1 Python Basics for Data Analysis Handson ipynb.bin
2.7 KB
~Get Your Files Here !/2 - Python Basics for Analytics/5. Loop function in Python.mp4
32.76 MB
~Get Your Files Here !/2 - Python Basics for Analytics/5. Loop function in Python_Resource_2 2 Loop function in Python ipynb.bin
1.18 KB
~Get Your Files Here !/2 - Python Basics for Analytics/6. Using Conditional Statements.mp4
36.89 MB
~Get Your Files Here !/2 - Python Basics for Analytics/6. Using Conditional Statements_Resource_2 3 Using Conditional Statements to Detect Network Congestion ipynb.bin
1.1 KB
~Get Your Files Here !/2 - Python Basics for Analytics/7. Data Visualization.mp4
50.5 MB
~Get Your Files Here !/2 - Python Basics for Analytics/7. Data Visualization_Resource_2 4 Data Visualization Analyzing Network Performance ipynb.bin
34.43 KB
~Get Your Files Here !/3 - Descriptive Statistics Measures of Central Tendency/10. Statistical Calculations in Excel and Python.mp4
25.59 MB
~Get Your Files Here !/3 - Descriptive Statistics Measures of Central Tendency/11. Real World Use Cases Central Tendency.mp4
19.29 MB
~Get Your Files Here !/3 - Descriptive Statistics Measures of Central Tendency/8. Understanding Central Tendency.mp4
39.11 MB
~Get Your Files Here !/3 - Descriptive Statistics Measures of Central Tendency/8. Understanding Central Tendency_Resource_3 1 Measures of Central Tendency Python ipynb.bin
2.02 KB
~Get Your Files Here !/3 - Descriptive Statistics Measures of Central Tendency/9. Example Analyzing Call Duration Data.mp4
26.02 MB
~Get Your Files Here !/3 - Descriptive Statistics Measures of Central Tendency/9. Example Analyzing Call Duration Data_Resource_3 2 Measures of Central Tendency xlsx.xlsx
12.19 KB
~Get Your Files Here !/4 - Descriptive Statistics Understanding Data Dispersion/12. Dispersion Metrics Range Variance and Standard Deviation.mp4
19.82 MB
~Get Your Files Here !/4 - Descriptive Statistics Understanding Data Dispersion/12. Dispersion Metrics Range Variance and Standard Deviation_Resource_4 1 Data Dispersion Python ipynb.bin
2.67 KB
~Get Your Files Here !/4 - Descriptive Statistics Understanding Data Dispersion/13. Example Call Duration Data for Dispersion Analysis.mp4
41.09 MB
~Get Your Files Here !/4 - Descriptive Statistics Understanding Data Dispersion/13. Example Call Duration Data for Dispersion Analysis_Resource_4 2 Understanding Data Dispersion xlsx.xlsx
12.58 KB
~Get Your Files Here !/4 - Descriptive Statistics Understanding Data Dispersion/14. Excel and Python for Dispersion Calculations.mp4
30.93 MB
~Get Your Files Here !/4 - Descriptive Statistics Understanding Data Dispersion/15. Applications of Dispersion Metrics.mp4
26.27 MB
~Get Your Files Here !/5 - Descriptive Statistics Visualizing Data/16. Data Visualization Techniques.mp4
21.97 MB
~Get Your Files Here !/5 - Descriptive Statistics Visualizing Data/16. Data Visualization Techniques_Resource_5 1 Visualizing Telecom Data Excel xlsx.xlsx
25.54 KB
~Get Your Files Here !/5 - Descriptive Statistics Visualizing Data/17. Practical Visualizing Call Duration Datasets.mp4
29.48 MB
~Get Your Files Here !/5 - Descriptive Statistics Visualizing Data/17. Practical Visualizing Call Duration Datasets_Resource_5 2 Visualizing Telecom Data Python ipynb.bin
52.89 KB
~Get Your Files Here !/5 - Descriptive Statistics Visualizing Data/18. Creating Visuals in Excel.mp4
19.33 MB
~Get Your Files Here !/5 - Descriptive Statistics Visualizing Data/19. Creating Visuals in Python.mp4
20.75 MB
~Get Your Files Here !/6 - Introduction to Probability/20. Probability Concepts.mp4
29.37 MB
~Get Your Files Here !/6 - Introduction to Probability/21. Permutations and Combinations Simplified.mp4
30.73 MB
~Get Your Files Here !/6 - Introduction to Probability/22. Telecom Case Study Spectrum Band combinations.mp4
27.93 MB
~Get Your Files Here !/6 - Introduction to Probability/23. Probability Distribution& its types.mp4
35.39 MB
~Get Your Files Here !/7 - Normal Distribution/24. Normal Distribution & its properties.mp4
47.99 MB
~Get Your Files Here !/7 - Normal Distribution/25. Case Study Analyzing Daily Call Durations.mp4
26.76 MB
~Get Your Files Here !/7 - Normal Distribution/25. Case Study Analyzing Daily Call Durations_Resource_7 2 Analyzing Daily Call Durations ipynb.bin
28.54 KB
~Get Your Files Here !/7 - Normal Distribution/26. Z Scores Predicting User Call Behavior.mp4
21.64 MB
~Get Your Files Here !/8 - Binomial Distribution in Action/27. Binomial Distribution & its properties.mp4
32.77 MB
~Get Your Files Here !/8 - Binomial Distribution in Action/27. Binomial Distribution & its properties_Resource_8 1 Binomial Distribution Excel xlsx.xlsx
28.5 KB
~Get Your Files Here !/8 - Binomial Distribution in Action/28. Predicting Call Quality Using Binomial Models.mp4
18.38 MB
~Get Your Files Here !/8 - Binomial Distribution in Action/28. Predicting Call Quality Using Binomial Models_Resource_8 2 Binomial Distribution Python ipynb.bin
16.96 KB
~Get Your Files Here !/8 - Binomial Distribution in Action/29. Excel and Python Implementation.mp4
99.91 MB
~Get Your Files Here !/8 - Binomial Distribution in Action/30. Applications of Binomial Distribution.mp4
21.03 MB
~Get Your Files Here !/9 - Poisson Distribution/31. Poisson Distribution & its properties.mp4
32.67 MB
~Get Your Files Here !/9 - Poisson Distribution/31. Poisson Distribution & its properties_Resource_9 1 Poisson Distribution Excel xlsx.xlsx
15.92 KB
~Get Your Files Here !/9 - Poisson Distribution/32. Modelling Dropped calls with Poisson Distribution.mp4
13.08 MB
~Get Your Files Here !/9 - Poisson Distribution/32. Modelling Dropped calls with Poisson Distribution_Resource_9 2 Poisson Distribution Python ipynb.bin
26.13 KB
~Get Your Files Here !/9 - Poisson Distribution/33. Practical Poisson Calculations in Excel and Python.mp4
52.89 MB
~Get Your Files Here !/9 - Poisson Distribution/34. Use Cases Poisson Distribution.mp4