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[ FreeCourseWeb.com ] Udemy - Data Science Mastery - 10-in-1 Data Interview Projects showoff
- Date: 2024-06-23
- Size: 2.3 GB
- Files: 53
File Name
Size
Get Bonus Downloads Here.url
183 B
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
74 MB
~Get Your Files Here !/10. Project 9 Fraud Detection/1. 1. Introducing Fraud Detection and Conducting Exploratory Data Analysis..mp4
35 MB
~Get Your Files Here !/10. Project 9 Fraud Detection/2. 2. Model Building for Fraud Detection..mp4
43 MB
~Get Your Files Here !/10. Project 9 Fraud Detection/3. 3. Advanced Techniques for Fraud Detection..mp4
103 MB
~Get Your Files Here !/10. Project 9 Fraud Detection/4. 4. Model Evaluation and Interpretability..mp4
34 MB
~Get Your Files Here !/10. Project 9 Fraud Detection/5. 5. Model Deployment..mp4
33 MB
~Get Your Files Here !/11. Project 10 Houses Prices Prediction/1. 1. Introduction to House Prices Prediction..mp4
104 MB
~Get Your Files Here !/11. Project 10 Houses Prices Prediction/2. 2. Housing Data Processing & Cleaning For ML Model..mp4
124 MB
~Get Your Files Here !/11. Project 10 Houses Prices Prediction/3. 3. Doing EDA (Exploratory Data Analysis) Using Data Visualization..mp4
33 MB
~Get Your Files Here !/11. Project 10 Houses Prices Prediction/4. 4. Building Model for the Housing Data..mp4
20 MB
~Get Your Files Here !/11. Project 10 Houses Prices Prediction/5. 5. Validating Our Model..mp4
29 MB
~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/1. 1. Visual Exploring of Google App Store Data..mp4
61 MB
~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/2. 2. Data Cleaning and Preprocessing of Google App Store Data..mp4
46 MB
~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/3. 3. Data Visualization Techniques..mp4
97 MB
~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/4. 4. Statistical Analysis and Hypothesis Testing..mp4
50 MB
~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/5. 5. Data Storytelling..mp4
52 MB
~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/6. 6. Conclusion..mp4
67 MB
~Get Your Files Here !/3. Project 2 Sentiment Analysis/1. 1. Introduction to Sentiment Analysis & NLP..mp4
81 MB
~Get Your Files Here !/3. Project 2 Sentiment Analysis/2. 2. Text Preprocessing for Sentiment Analysis..mp4
109 MB
~Get Your Files Here !/3. Project 2 Sentiment Analysis/3. 3. Feature Extraction for Sentiment Analysis..mp4
78 MB
~Get Your Files Here !/3. Project 2 Sentiment Analysis/4. 4. Building Sentiment Analysis Models..mp4
30 MB
~Get Your Files Here !/3. Project 2 Sentiment Analysis/5. 5. Evaluation of Sentiment Analysis Models..mp4
39 MB
~Get Your Files Here !/4. Project 3 Predictive Modeling/1. 1. Introduction to Predictive Modeling and Machine Learning..mp4
29 MB
~Get Your Files Here !/4. Project 3 Predictive Modeling/2. 2. Data Exploration and Preprocessing of the Titanic Dataset..mp4
42 MB
~Get Your Files Here !/4. Project 3 Predictive Modeling/3. 3. Model Selection and Evaluation of The Titanic Dataset..mp4
31 MB
~Get Your Files Here !/4. Project 3 Predictive Modeling/4. 4. Model Training and Hyperparameter Tuning of The Titanic Dataset..mp4
60 MB
~Get Your Files Here !/4. Project 3 Predictive Modeling/5. 5. Deployment of The Predictive Models of The Titanic Dataset..mp4
62 MB
~Get Your Files Here !/5. Project 4 Time Series Analysis/1. 1. Introduction..mp4
34 MB
~Get Your Files Here !/5. Project 4 Time Series Analysis/2. 2. Data Preprocessing and Cleaning..mp4
23 MB
~Get Your Files Here !/5. Project 4 Time Series Analysis/3. 3. Visualizing Time Series Data..mp4
30 MB
~Get Your Files Here !/5. Project 4 Time Series Analysis/4. 4. Building and Evaluating Forecasting Models..mp4
48 MB
~Get Your Files Here !/5. Project 4 Time Series Analysis/5. 5. Predicting Future Bitcoin Prices..mp4
53 MB
~Get Your Files Here !/6. Project 5 Big Data Analytics/1. 1. Introduction to Big Data Analytics and Apache Spark..mp4
33 MB
~Get Your Files Here !/6. Project 5 Big Data Analytics/2. 2. Big Data Data Exploration and Preprocessing..mp4
30 MB
~Get Your Files Here !/6. Project 5 Big Data Analytics/3. 3. Big Data Transformation and Feature Engineering..mp4
28 MB
~Get Your Files Here !/6. Project 5 Big Data Analytics/4. 4. Big Data Visualization and Analysis..mp4
27 MB
~Get Your Files Here !/6. Project 5 Big Data Analytics/5. 5. Conclusion and Next Steps..mp4
38 MB
~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/1. 1. Reading and Preprocessing Data..mp4
38 MB
~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/2. 2. Data Transformation and Visualization..mp4
30 MB
~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/3. 3. Train-Test Split and Model Selection..mp4
42 MB
~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/4. 4. Model Training with XGBoost..mp4
31 MB
~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/5. 5. Making Predictions and Submission..mp4
19 MB
~Get Your Files Here !/8. Project 7 Customer Churn Prediction/1. 1. Introduction to Customer Churn Prediction..mp4
30 MB
~Get Your Files Here !/8. Project 7 Customer Churn Prediction/2. 2. Feature Selection and Model Building..mp4
39 MB
~Get Your Files Here !/8. Project 7 Customer Churn Prediction/3. 3. Advanced Techniques for Churn Prediction..mp4
51 MB
~Get Your Files Here !/8. Project 7 Customer Churn Prediction/4. 4. Ensemble Methods and Model Evaluation..mp4
30 MB
~Get Your Files Here !/8. Project 7 Customer Churn Prediction/5. 5. Model Interpretation, Deployment, and Next steps..mp4
27 MB
~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/1. 1. How to download Kaggle data in Google Collab!.mp4
28 MB
~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/2. 2. Creating Directories & The images data..mp4
28 MB
~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/3. 3. Image data preprocessing and visualization with Python..mp4
29 MB
~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/4. 4. Creating and Validating Model using CNN..mp4
46 MB
~Get Your Files Here !/Bonus Resources.txt
386 B