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

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Category:
 Other
Date:
02/29/24 at 5:22pm GMT+1
Submitter:
Unknown
Seeders:
15
Leechers:
0
File size:
2.3 GB in 52 files

Torrent Status:
  This torrent has been verified.

Infohash:
75af8f5561d1948ffe56db27bc8b3a75c6838591


File list

  • Udemy - Data Science Mastery - 10-in-1 Data Interview Projects showoff
  • icon ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 74.2 MB
    icon ~Get Your Files Here !/10. Project 9 Fraud Detection/1. 1. Introducing Fraud Detection and Conducting Exploratory Data Analysis..mp4 35.1 MB
    icon ~Get Your Files Here !/10. Project 9 Fraud Detection/2. 2. Model Building for Fraud Detection..mp4 42.7 MB
    icon ~Get Your Files Here !/10. Project 9 Fraud Detection/3. 3. Advanced Techniques for Fraud Detection..mp4 103 MB
    icon ~Get Your Files Here !/10. Project 9 Fraud Detection/4. 4. Model Evaluation and Interpretability..mp4 33.8 MB
    icon ~Get Your Files Here !/10. Project 9 Fraud Detection/5. 5. Model Deployment..mp4 32.6 MB
    icon ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/1. 1. Introduction to House Prices Prediction..mp4 104.1 MB
    icon ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/2. 2. Housing Data Processing & Cleaning For ML Model..mp4 123.8 MB
    icon ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/3. 3. Doing EDA (Exploratory Data Analysis) Using Data Visualization..mp4 33.4 MB
    icon ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/4. 4. Building Model for the Housing Data..mp4 19.8 MB
    icon ~Get Your Files Here !/11. Project 10 Houses Prices Prediction/5. 5. Validating Our Model..mp4 29 MB
    icon ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/1. 1. Visual Exploring of Google App Store Data..mp4 60.9 MB
    icon ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/2. 2. Data Cleaning and Preprocessing of Google App Store Data..mp4 46.1 MB
    icon ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/3. 3. Data Visualization Techniques..mp4 97 MB
    icon ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/4. 4. Statistical Analysis and Hypothesis Testing..mp4 49.8 MB
    icon ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/5. 5. Data Storytelling..mp4 51.7 MB
    icon ~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/6. 6. Conclusion..mp4 66.6 MB
    icon ~Get Your Files Here !/3. Project 2 Sentiment Analysis/1. 1. Introduction to Sentiment Analysis & NLP..mp4 80.6 MB
    icon ~Get Your Files Here !/3. Project 2 Sentiment Analysis/2. 2. Text Preprocessing for Sentiment Analysis..mp4 108.9 MB
    icon ~Get Your Files Here !/3. Project 2 Sentiment Analysis/3. 3. Feature Extraction for Sentiment Analysis..mp4 78.3 MB
    icon ~Get Your Files Here !/3. Project 2 Sentiment Analysis/4. 4. Building Sentiment Analysis Models..mp4 29.8 MB
    icon ~Get Your Files Here !/3. Project 2 Sentiment Analysis/5. 5. Evaluation of Sentiment Analysis Models..mp4 38.9 MB
    icon ~Get Your Files Here !/4. Project 3 Predictive Modeling/1. 1. Introduction to Predictive Modeling and Machine Learning..mp4 29.1 MB
    icon ~Get Your Files Here !/4. Project 3 Predictive Modeling/2. 2. Data Exploration and Preprocessing of the Titanic Dataset..mp4 42.4 MB
    icon ~Get Your Files Here !/4. Project 3 Predictive Modeling/3. 3. Model Selection and Evaluation of The Titanic Dataset..mp4 31.3 MB
    icon ~Get Your Files Here !/4. Project 3 Predictive Modeling/4. 4. Model Training and Hyperparameter Tuning of The Titanic Dataset..mp4 59.5 MB
    icon ~Get Your Files Here !/4. Project 3 Predictive Modeling/5. 5. Deployment of The Predictive Models of The Titanic Dataset..mp4 61.5 MB
    icon ~Get Your Files Here !/5. Project 4 Time Series Analysis/1. 1. Introduction..mp4 33.7 MB
    icon ~Get Your Files Here !/5. Project 4 Time Series Analysis/2. 2. Data Preprocessing and Cleaning..mp4 23.4 MB
    icon ~Get Your Files Here !/5. Project 4 Time Series Analysis/3. 3. Visualizing Time Series Data..mp4 30.2 MB
    icon ~Get Your Files Here !/5. Project 4 Time Series Analysis/4. 4. Building and Evaluating Forecasting Models..mp4 48.4 MB
    icon ~Get Your Files Here !/5. Project 4 Time Series Analysis/5. 5. Predicting Future Bitcoin Prices..mp4 53.4 MB
    icon ~Get Your Files Here !/6. Project 5 Big Data Analytics/1. 1. Introduction to Big Data Analytics and Apache Spark..mp4 32.7 MB
    icon ~Get Your Files Here !/6. Project 5 Big Data Analytics/2. 2. Big Data Data Exploration and Preprocessing..mp4 29.9 MB
    icon ~Get Your Files Here !/6. Project 5 Big Data Analytics/3. 3. Big Data Transformation and Feature Engineering..mp4 27.6 MB
    icon ~Get Your Files Here !/6. Project 5 Big Data Analytics/4. 4. Big Data Visualization and Analysis..mp4 27.3 MB
    icon ~Get Your Files Here !/6. Project 5 Big Data Analytics/5. 5. Conclusion and Next Steps..mp4 37.7 MB
    icon ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/1. 1. Reading and Preprocessing Data..mp4 37.6 MB
    icon ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/2. 2. Data Transformation and Visualization..mp4 29.7 MB
    icon ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/3. 3. Train-Test Split and Model Selection..mp4 41.6 MB
    icon ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/4. 4. Model Training with XGBoost..mp4 30.7 MB
    icon ~Get Your Files Here !/7. Project 6 Tabular Playground Series Analysis/5. 5. Making Predictions and Submission..mp4 19.3 MB
    icon ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/1. 1. Introduction to Customer Churn Prediction..mp4 29.5 MB
    icon ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/2. 2. Feature Selection and Model Building..mp4 39.1 MB
    icon ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/3. 3. Advanced Techniques for Churn Prediction..mp4 51 MB
    icon ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/4. 4. Ensemble Methods and Model Evaluation..mp4 30.3 MB
    icon ~Get Your Files Here !/8. Project 7 Customer Churn Prediction/5. 5. Model Interpretation, Deployment, and Next steps..mp4 27 MB
    icon ~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/1. 1. How to download Kaggle data in Google Collab!.mp4 27.6 MB
    icon ~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/2. 2. Creating Directories & The images data..mp4 27.8 MB
    icon ~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/3. 3. Image data preprocessing and visualization with Python..mp4 29 MB
    icon ~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/4. 4. Creating and Validating Model using CNN..mp4 46.2 MB
    icon ~Get Your Files Here !/Bonus Resources.txt 386 B

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