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[ ] Udemy - Data Science Mastery - 10-in-1 Data Interview Projects showoff

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文件列表

  1. ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/2. 2. Housing Data Processing & Cleaning For ML Model..mp4 124MB
  2. ~Get Your Files Here !/3. Project 2 Sentiment Analysis/2. 2. Text Preprocessing for Sentiment Analysis..mp4 109MB
  3. ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/1. 1. Introduction to House Prices Prediction..mp4 104MB
  4. ~Get Your Files Here !/10. Project 9 Fraud Detection/3. 3. Advanced Techniques for Fraud Detection..mp4 103MB
  5. ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/3. 3. Data Visualization Techniques..mp4 97MB
  6. ~Get Your Files Here !/3. Project 2 Sentiment Analysis/1. 1. Introduction to Sentiment Analysis & NLP..mp4 81MB
  7. ~Get Your Files Here !/3. Project 2 Sentiment Analysis/3. 3. Feature Extraction for Sentiment Analysis..mp4 78MB
  8. ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 74MB
  9. ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/6. 6. Conclusion..mp4 67MB
  10. ~Get Your Files Here !/4. Project 3 Predictive Modeling/5. 5. Deployment of The Predictive Models of The Titanic Dataset..mp4 61MB
  11. ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/1. 1. Visual Exploring of Google App Store Data..mp4 61MB
  12. ~Get Your Files Here !/4. Project 3 Predictive Modeling/4. 4. Model Training and Hyperparameter Tuning of The Titanic Dataset..mp4 59MB
  13. ~Get Your Files Here !/5. Project 4 Time Series Analysis/5. 5. Predicting Future Bitcoin Prices..mp4 53MB
  14. ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/5. 5. Data Storytelling..mp4 52MB
  15. ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/3. 3. Advanced Techniques for Churn Prediction..mp4 51MB
  16. ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/4. 4. Statistical Analysis and Hypothesis Testing..mp4 50MB
  17. ~Get Your Files Here !/5. Project 4 Time Series Analysis/4. 4. Building and Evaluating Forecasting Models..mp4 48MB
  18. ~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/4. 4. Creating and Validating Model using CNN..mp4 46MB
  19. ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/2. 2. Data Cleaning and Preprocessing of Google App Store Data..mp4 46MB
  20. ~Get Your Files Here !/10. Project 9 Fraud Detection/2. 2. Model Building for Fraud Detection..mp4 43MB
  21. ~Get Your Files Here !/4. Project 3 Predictive Modeling/2. 2. Data Exploration and Preprocessing of the Titanic Dataset..mp4 42MB
  22. ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/3. 3. Train-Test Split and Model Selection..mp4 42MB
  23. ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/2. 2. Feature Selection and Model Building..mp4 39MB
  24. ~Get Your Files Here !/3. Project 2 Sentiment Analysis/5. 5. Evaluation of Sentiment Analysis Models..mp4 39MB
  25. ~Get Your Files Here !/6. Project 5 Big Data Analytics/5. 5. Conclusion and Next Steps..mp4 38MB
  26. ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/1. 1. Reading and Preprocessing Data..mp4 38MB
  27. ~Get Your Files Here !/10. Project 9 Fraud Detection/1. 1. Introducing Fraud Detection and Conducting Exploratory Data Analysis..mp4 35MB
  28. ~Get Your Files Here !/10. Project 9 Fraud Detection/4. 4. Model Evaluation and Interpretability..mp4 34MB
  29. ~Get Your Files Here !/5. Project 4 Time Series Analysis/1. 1. Introduction..mp4 34MB
  30. ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/3. 3. Doing EDA (Exploratory Data Analysis) Using Data Visualization..mp4 33MB
  31. ~Get Your Files Here !/6. Project 5 Big Data Analytics/1. 1. Introduction to Big Data Analytics and Apache Spark..mp4 33MB
  32. ~Get Your Files Here !/10. Project 9 Fraud Detection/5. 5. Model Deployment..mp4 33MB
  33. ~Get Your Files Here !/4. Project 3 Predictive Modeling/3. 3. Model Selection and Evaluation of The Titanic Dataset..mp4 31MB
  34. ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/4. 4. Model Training with XGBoost..mp4 31MB
  35. ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/4. 4. Ensemble Methods and Model Evaluation..mp4 30MB
  36. ~Get Your Files Here !/5. Project 4 Time Series Analysis/3. 3. Visualizing Time Series Data..mp4 30MB
  37. ~Get Your Files Here !/6. Project 5 Big Data Analytics/2. 2. Big Data Data Exploration and Preprocessing..mp4 30MB
  38. ~Get Your Files Here !/3. Project 2 Sentiment Analysis/4. 4. Building Sentiment Analysis Models..mp4 30MB
  39. ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/2. 2. Data Transformation and Visualization..mp4 30MB
  40. ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/1. 1. Introduction to Customer Churn Prediction..mp4 29MB
  41. ~Get Your Files Here !/4. Project 3 Predictive Modeling/1. 1. Introduction to Predictive Modeling and Machine Learning..mp4 29MB
  42. ~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/3. 3. Image data preprocessing and visualization with Python..mp4 29MB
  43. ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/5. 5. Validating Our Model..mp4 29MB
  44. ~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/2. 2. Creating Directories & The images data..mp4 28MB
  45. ~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/1. 1. How to download Kaggle data in Google Collab!.mp4 28MB
  46. ~Get Your Files Here !/6. Project 5 Big Data Analytics/3. 3. Big Data Transformation and Feature Engineering..mp4 28MB
  47. ~Get Your Files Here !/6. Project 5 Big Data Analytics/4. 4. Big Data Visualization and Analysis..mp4 27MB
  48. ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/5. 5. Model Interpretation, Deployment, and Next steps..mp4 27MB
  49. ~Get Your Files Here !/5. Project 4 Time Series Analysis/2. 2. Data Preprocessing and Cleaning..mp4 23MB
  50. ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/4. 4. Building Model for the Housing Data..mp4 20MB
  51. ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/5. 5. Making Predictions and Submission..mp4 19MB
  52. ~Get Your Files Here !/Bonus Resources.txt 386B
  53. Get Bonus Downloads Here.url 183B