[ FreeCourseWeb Com ] Udemy - Data Science Mastery - 10-in-1 Data Interview Projects Showoff
File List
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 183 B |
| ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 | 74.22 MB |
| ~Get Your Files Here !/10. Project 9 Fraud Detection/1. 1. Introducing Fraud Detection and Conducting Exploratory Data Analysis..mp4 | 35.13 MB |
| ~Get Your Files Here !/10. Project 9 Fraud Detection/2. 2. Model Building for Fraud Detection..mp4 | 42.67 MB |
| ~Get Your Files Here !/10. Project 9 Fraud Detection/3. 3. Advanced Techniques for Fraud Detection..mp4 | 102.99 MB |
| ~Get Your Files Here !/10. Project 9 Fraud Detection/4. 4. Model Evaluation and Interpretability..mp4 | 33.84 MB |
| ~Get Your Files Here !/10. Project 9 Fraud Detection/5. 5. Model Deployment..mp4 | 32.61 MB |
| ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/1. 1. Introduction to House Prices Prediction..mp4 | 104.11 MB |
| ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/2. 2. Housing Data Processing & Cleaning For ML Model..mp4 | 123.77 MB |
| ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/3. 3. Doing EDA (Exploratory Data Analysis) Using Data Visualization..mp4 | 33.43 MB |
| ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/4. 4. Building Model for the Housing Data..mp4 | 19.84 MB |
| ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/5. 5. Validating Our Model..mp4 | 28.96 MB |
| ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/1. 1. Visual Exploring of Google App Store Data..mp4 | 60.87 MB |
| ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/2. 2. Data Cleaning and Preprocessing of Google App Store Data..mp4 | 46.12 MB |
| ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/3. 3. Data Visualization Techniques..mp4 | 96.99 MB |
| ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/4. 4. Statistical Analysis and Hypothesis Testing..mp4 | 49.78 MB |
| ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/5. 5. Data Storytelling..mp4 | 51.7 MB |
| ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/6. 6. Conclusion..mp4 | 66.6 MB |
| ~Get Your Files Here !/3. Project 2 Sentiment Analysis/1. 1. Introduction to Sentiment Analysis & NLP..mp4 | 80.64 MB |
| ~Get Your Files Here !/3. Project 2 Sentiment Analysis/2. 2. Text Preprocessing for Sentiment Analysis..mp4 | 108.92 MB |
| ~Get Your Files Here !/3. Project 2 Sentiment Analysis/3. 3. Feature Extraction for Sentiment Analysis..mp4 | 78.34 MB |
| ~Get Your Files Here !/3. Project 2 Sentiment Analysis/4. 4. Building Sentiment Analysis Models..mp4 | 29.82 MB |
| ~Get Your Files Here !/3. Project 2 Sentiment Analysis/5. 5. Evaluation of Sentiment Analysis Models..mp4 | 38.87 MB |
| ~Get Your Files Here !/4. Project 3 Predictive Modeling/1. 1. Introduction to Predictive Modeling and Machine Learning..mp4 | 29.13 MB |
| ~Get Your Files Here !/4. Project 3 Predictive Modeling/2. 2. Data Exploration and Preprocessing of the Titanic Dataset..mp4 | 42.42 MB |
| ~Get Your Files Here !/4. Project 3 Predictive Modeling/3. 3. Model Selection and Evaluation of The Titanic Dataset..mp4 | 31.3 MB |
| ~Get Your Files Here !/4. Project 3 Predictive Modeling/4. 4. Model Training and Hyperparameter Tuning of The Titanic Dataset..mp4 | 59.48 MB |
| ~Get Your Files Here !/4. Project 3 Predictive Modeling/5. 5. Deployment of The Predictive Models of The Titanic Dataset..mp4 | 61.46 MB |
| ~Get Your Files Here !/5. Project 4 Time Series Analysis/1. 1. Introduction..mp4 | 33.71 MB |
| ~Get Your Files Here !/5. Project 4 Time Series Analysis/2. 2. Data Preprocessing and Cleaning..mp4 | 23.38 MB |
| ~Get Your Files Here !/5. Project 4 Time Series Analysis/3. 3. Visualizing Time Series Data..mp4 | 30.23 MB |
| ~Get Your Files Here !/5. Project 4 Time Series Analysis/4. 4. Building and Evaluating Forecasting Models..mp4 | 48.36 MB |
| ~Get Your Files Here !/5. Project 4 Time Series Analysis/5. 5. Predicting Future Bitcoin Prices..mp4 | 53.39 MB |
| ~Get Your Files Here !/6. Project 5 Big Data Analytics/1. 1. Introduction to Big Data Analytics and Apache Spark..mp4 | 32.74 MB |
| ~Get Your Files Here !/6. Project 5 Big Data Analytics/2. 2. Big Data Data Exploration and Preprocessing..mp4 | 29.88 MB |
| ~Get Your Files Here !/6. Project 5 Big Data Analytics/3. 3. Big Data Transformation and Feature Engineering..mp4 | 27.6 MB |
| ~Get Your Files Here !/6. Project 5 Big Data Analytics/4. 4. Big Data Visualization and Analysis..mp4 | 27.31 MB |
| ~Get Your Files Here !/6. Project 5 Big Data Analytics/5. 5. Conclusion and Next Steps..mp4 | 37.73 MB |
| ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/1. 1. Reading and Preprocessing Data..mp4 | 37.57 MB |
| ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/2. 2. Data Transformation and Visualization..mp4 | 29.67 MB |
| ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/3. 3. Train-Test Split and Model Selection..mp4 | 41.57 MB |
| ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/4. 4. Model Training with XGBoost..mp4 | 30.68 MB |
| ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/5. 5. Making Predictions and Submission..mp4 | 19.35 MB |
| ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/1. 1. Introduction to Customer Churn Prediction..mp4 | 29.45 MB |
| ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/2. 2. Feature Selection and Model Building..mp4 | 39.1 MB |
| ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/3. 3. Advanced Techniques for Churn Prediction..mp4 | 51.02 MB |
| ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/4. 4. Ensemble Methods and Model Evaluation..mp4 | 30.32 MB |
| ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/5. 5. Model Interpretation, Deployment, and Next steps..mp4 | 26.96 MB |
| ~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/1. 1. How to download Kaggle data in Google Collab!.mp4 | 27.64 MB |
| ~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/2. 2. Creating Directories & The images data..mp4 | 27.76 MB |
| ~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/3. 3. Image data preprocessing and visualization with Python..mp4 | 29.04 MB |
| ~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/4. 4. Creating and Validating Model using CNN..mp4 | 46.16 MB |
| ~Get Your Files Here !/Bonus Resources.txt | 386 B |
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