Practical Data Analysis and Visualization with Python
Ditulis pada: November 03, 2018
Coupon Details
Practical Data Analysis and Visualization with Python, Data Analytics, Visualization and Data Science for Everyone. Build Machine Learning Models to Solve Day-to-Day Problems
Created by Bekzod Ruzmetov
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What Will I Learn?
- Understand the logic behind machine learning models without strain
- Build forecasting models with machine learning
- Analyze customer satisfaction
- Analyze bank statements
- Classify images
- Learn how to preprocess data
- Develop classification models
- Build Fraud Detection models
- Logistic Regression models
- k-nearest neighbor models
- Random Forest Models
- Support Vector Machines
- Learn NumPy package
- Learn Pandas package
- Learn Scikit-learn
- Filter and Slice datasets
- Visualize data with Matplotlib
- Visualize data with Seaborn
- Get comfortable creating Pie charts, Donut charts, Bar charts, Line charts, Scatter plots and more
- Read data from Google Sheets
- Splitting data into training and test sets
- Classify objects with Naive Bayes
- Develop supervised learning models
- Linear Regression models
Requirements
- A working computer and endless source of caffeine
- Windows, Mac or Linux
