[FreeCourseSite.com] Udemy - Data Analysis Bootcamp - 21 Real World Case Studies

1. 30 Case Study 1 - Airbnb Sydney Exploratory Data Analysis/096 Understanding the Problem Exploratory Data Analysis and Visualizations.mp4 172.09 MB
2. 26 Assessing Model Performance/083 Assessing Performance Confusion Matrix Precision and Recall.mp4 153.12 MB
3. 05 Pandas - Data Cleaning Aggregration/020 Pandas 3A - Data Cleaning - Alter ColomnsRows Missing Data String Operations.mp4 145.82 MB
4. 04 Pandas - Data Series and Manipulation/017 Pandas 2A - DataFrames - Index Slice Stats Finding Empty cells Filtering.mp4 134.25 MB
5. 26 Assessing Model Performance/085 What Makes a Good Model Regularization Overfitting Generalization Outliers.mp4 125.76 MB
6. 01 Course Introduction the Importance of Data Analysts/002 The Importance of Data Analyst.mp4 125.74 MB
7. 05 Pandas - Data Cleaning Aggregration/021 Pandas 4 - Data Aggregation - GroupBy Map Pivot Aggreate Functions.mp4 124.69 MB
8. 49 Case Study 20 - Predicting Insurance Premiums/124 Data Preparation and Machine Learning Modeling.mp4 115.99 MB
9. 33 Case Study 4 - Customer Clustering for Travel Agency Customers/105 K-Means Clustering of Customer Data.mp4 114.02 MB
10. 06 Pandas - Feature Engineering JoinsMergeConcatenating/023 Pandas 6 - Concatenating Merging and Joinining.mp4 103.69 MB
11. 14 Google Data Studio - Your First Dashboard/057 Your First Dashboard Part 1.mp4 103.02 MB
12. 10 Statistics for Data Analysts Visualizations/032 Descriptive Statistics 1 - Exploratory Data Analysis (EDA) Visualizations.mp4 100.28 MB
13. 01 Course Introduction the Importance of Data Analysts/001 Course Introduction.mp4 99.49 MB
14. 08 Advanced Pandas/025 Pandas 7 - ADVANCED Operations - Iterows Vectorization and Numpy.mp4 99.09 MB
15. 09 Map Visualizations/028 Map Visualizations with Plotly - Cloropeths from Scratch - USA and World.mp4 97.76 MB
16. 31 Case Study 2 - Retail Product Sales Analytics/099 Analysis per Country Repeat Customers and Items.mp4 97.72 MB
17. 24 Linear Regressions/077 Linear Regressions in Python from Scratch and using Sklearn.mp4 90.05 MB
18. 31 Case Study 2 - Retail Product Sales Analytics/098 Sales and Revenue Analysis.mp4 88.67 MB
19. 01 Course Introduction the Importance of Data Analysts/003 Why Data is the new Oil.mp4 88.61 MB
20. 10 Statistics for Data Analysts Visualizations/040 Covariance Correlation - Do Amazon Google know you better than anyone else.mp4 87.51 MB
21. 49 Case Study 20 - Predicting Insurance Premiums/123 Understanding the Problem Exploratory Data Analysis and Visualizations.mp4 87.04 MB
22. 28 Unsupervised Learning/091 K-Means in Python - Choosing K using the Elbow Method Silhoutte Analysis.mp4 85.69 MB
23. 10 Statistics for Data Analysts Visualizations/042 Mean Mode and Median - Not as Simple As Youd Think.mp4 83.62 MB
24. 31 Case Study 2 - Retail Product Sales Analytics/097 Data Cleaning and Preparation.mp4 82.85 MB
25. 32 Case Study 3 - Marketing Analytics - What Drives Ad Performance/101 Data Preparation and Machine Learning Modeling.mp4 80.09 MB
26. 33 Case Study 4 - Customer Clustering for Travel Agency Customers/104 Feature Engineering.mp4 78.27 MB
27. 50 Case Study 21 AB Testing/125 Understanding the Problem Exploratory Data Analysis and Visualizations.mp4 76.70 MB
28. 10 Statistics for Data Analysts Visualizations/039 Analyzing Frequency Distributions - What is the Best Type of Wine Red or White.mp4 75.83 MB
29. 25 Classification - Logistic Regression SVM Decision Trees Random Forets KNN/079 Logistic Regression.mp4 75.70 MB
30. 33 Case Study 4 - Customer Clustering for Travel Agency Customers/103 Simple Exploratory Data Analysis and Visualizations.mp4 73.64 MB
31. 14 Google Data Studio - Your First Dashboard/058 Your First Dashboard Part 2.mp4 71.00 MB
32. 29 Dimensionality Reduction/092 Principal Component Analysis.mp4 70.47 MB
33. 28 Unsupervised Learning/089 K-Means Clustering.mp4 66.76 MB
34. 05 Pandas - Data Cleaning Aggregration/019 Pandas 3B - Data Cleaning - Alter ColomnsRows Missing Data String Operations.mp4 66.67 MB
35. 32 Case Study 3 - Marketing Analytics - What Drives Ad Performance/100 Understanding the Problem Exploratory Data Analysis and Visualizations.mp4 66.44 MB
36. 25 Classification - Logistic Regression SVM Decision Trees Random Forets KNN/081 Decision Trees and Random Forests the Gini Index.mp4 66.09 MB
37. 10 Statistics for Data Analysts Visualizations/041 Sampling - Sample Sizes Confidence Intervals - What Can You Trust.mp4 64.74 MB
38. 07 Pandas - Time Series Data/024 Pandas 7 - Time Series Data.mp4 63.95 MB
39. 10 Statistics for Data Analysts Visualizations/035 Variance Standard Deviation and Bessels Correction.mp4 62.18 MB
40. 13 Google Data Studio - Introduction Setup/055 All about Google Data Studio.mp4 60.99 MB
41. 50 Case Study 21 AB Testing/129 Analysis of AB Test Resutls.mp4 58.71 MB
42. 24 Linear Regressions/076 Linear Regression Introduction to Cost Functions and Gradient Descent.mp4 57.97 MB
43. 03 Python Crash Course/010 Python - ArrayLists and Dictionaries.mp4 57.70 MB
44. 33 Case Study 4 - Customer Clustering for Travel Agency Customers/102 Data Exploration Description.mp4 57.41 MB
45. 09 Map Visualizations/029 Map Visualizations with Plotly - Heatmaps Scatter Plots and Lines.mp4 56.87 MB
46. 35 Case Study 6 - Customer Lifetime Value (CLV)/108 Understanding the Problem Exploratory Data Analysis and Visualizations.mp4 56.16 MB
47. 35 Case Study 6 - Customer Lifetime Value (CLV)/109 Customer Lifetime Value Modeling.mp4 55.20 MB
48. 28 Unsupervised Learning/090 Choosing K Elbow Method Silhouette Analysis.mp4 55.02 MB
49. 24 Linear Regressions/078 Polynomial and Multivariate Linear Regression.mp4 54.97 MB
50. 50 Case Study 21 AB Testing/127 AB Testing a Worked Real Life Example - Designing an AB Test.mp4 54.76 MB