FreeCourseWeb com Udemy Data Science Mastery 10 in Data Interview Projects showoff

FreeCourseWeb com Udemy Data Science Mastery 10 in Data Interview Projects showoff

Name	[ FreeCourseWeb.com ] Udemy - Data Science Mastery - 10-in-1 Data Interview Projects showoff	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.5 GB
Total Files	53
Last Seen	2025-07-18 23:59
Hash	75AF8F5561D1948FFE56DB27BC8B3A75C6838591

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Get Bonus Downloads Here.url	0.2 KB
/1. Introduction/
1. Introduction.mp4	77.8 MB
/.../10. Project 9 Fraud Detection/
1. 1. Introducing Fraud Detection and Conducting Exploratory Data Analysis..mp4	36.8 MB
2. 2. Model Building for Fraud Detection..mp4	44.7 MB
3. 3. Advanced Techniques for Fraud Detection..mp4	108.0 MB
4. 4. Model Evaluation and Interpretability..mp4	35.5 MB
5. 5. Model Deployment..mp4	34.2 MB
/.../11. Project 10 Houses Prices Prediction/
1. 1. Introduction to House Prices Prediction..mp4	109.2 MB
2. 2. Housing Data Processing & Cleaning For ML Model..mp4	129.8 MB
3. 3. Doing EDA (Exploratory Data Analysis) Using Data Visualization..mp4	35.0 MB
4. 4. Building Model for the Housing Data..mp4	20.8 MB
5. 5. Validating Our Model..mp4	30.4 MB
/.../2. Project 1 Exploratory Data Analysis/
1. 1. Visual Exploring of Google App Store Data..mp4	63.8 MB
2. 2. Data Cleaning and Preprocessing of Google App Store Data..mp4	48.4 MB
3. 3. Data Visualization Techniques..mp4	101.7 MB
4. 4. Statistical Analysis and Hypothesis Testing..mp4	52.2 MB
5. 5. Data Storytelling..mp4	54.2 MB
6. 6. Conclusion..mp4	69.8 MB
/.../3. Project 2 Sentiment Analysis/
1. 1. Introduction to Sentiment Analysis & NLP..mp4	84.6 MB
2. 2. Text Preprocessing for Sentiment Analysis..mp4	114.2 MB
3. 3. Feature Extraction for Sentiment Analysis..mp4	82.1 MB
4. 4. Building Sentiment Analysis Models..mp4	31.3 MB
5. 5. Evaluation of Sentiment Analysis Models..mp4	40.8 MB
/.../4. Project 3 Predictive Modeling/
1. 1. Introduction to Predictive Modeling and Machine Learning..mp4	30.5 MB
2. 2. Data Exploration and Preprocessing of the Titanic Dataset..mp4	44.5 MB
3. 3. Model Selection and Evaluation of The Titanic Dataset..mp4	32.8 MB
4. 4. Model Training and Hyperparameter Tuning of The Titanic Dataset..mp4	62.4 MB
5. 5. Deployment of The Predictive Models of The Titanic Dataset..mp4	64.4 MB
/.../5. Project 4 Time Series Analysis/
1. 1. Introduction..mp4	35.4 MB
2. 2. Data Preprocessing and Cleaning..mp4	24.5 MB
3. 3. Visualizing Time Series Data..mp4	31.7 MB
4. 4. Building and Evaluating Forecasting Models..mp4	50.7 MB
5. 5. Predicting Future Bitcoin Prices..mp4	56.0 MB
/.../6. Project 5 Big Data Analytics/
1. 1. Introduction to Big Data Analytics and Apache Spark..mp4	34.3 MB
2. 2. Big Data Data Exploration and Preprocessing..mp4	31.3 MB
3. 3. Big Data Transformation and Feature Engineering..mp4	28.9 MB
4. 4. Big Data Visualization and Analysis..mp4	28.6 MB
5. 5. Conclusion and Next Steps..mp4	39.6 MB
/.../7. Project 6 Tabular Playground Series Analysis/
1. 1. Reading and Preprocessing Data..mp4	39.4 MB
2. 2. Data Transformation and Visualization..mp4	31.1 MB
3. 3. Train-Test Split and Model Selection..mp4	43.6 MB
4. 4. Model Training with XGBoost..mp4	32.2 MB
5. 5. Making Predictions and Submission..mp4	20.3 MB
/.../8. Project 7 Customer Churn Prediction/
1. 1. Introduction to Customer Churn Prediction..mp4	30.9 MB
2. 2. Feature Selection and Model Building..mp4	41.0 MB
3. 3. Advanced Techniques for Churn Prediction..mp4	53.5 MB
4. 4. Ensemble Methods and Model Evaluation..mp4	31.8 MB
5. 5. Model Interpretation, Deployment, and Next steps..mp4	28.3 MB
/.../9. Project 8 Cats vs Dogs Image Classification/
1. 1. How to download Kaggle data in Google Collab!.mp4	29.0 MB
2. 2. Creating Directories & The images data..mp4	29.1 MB
3. 3. Image data preprocessing and visualization with Python..mp4	30.5 MB
4. 4. Creating and Validating Model using CNN..mp4	48.4 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 53