Data Analysis with Machine Learning

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Data Analysis with Machine Learning

Book Content
Chapter 1. Introduction to Data Analysis and Python Libraries
Chapter 2. Working with NumPy and Pandas
Chapter 3. Statistics and Probability
Chapter 4. Data Visualization
Chapter 5. Data Preprocessing and Cleaning
Chapter 6. Feature Engineering
Chapter 7. Understanding EDA Frameworks
Chapter 8. Linear Algebra for Machine Learning
Chapter 9. Linear Regression
Chapter 10. Model Evaluation and Polynomial Regression
Chapter 11. Logistic Regression
Chapter 12. Classification Techniques
Chapter 13. Unsupervised Learning
Chapter 14. Clustering Techniques

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Chapter 5. Data Preprocessing and Cleaning

Let's build a Birthday GIFT site Add basic header styling Set the colors Add shadow on text We have a problem that flexbox can fix Align-items Flex-direction Turn the header into a flexbox Fix date and age design Create the first gift Replace the img with a div Make elements change on hover Add the hover effect Create the next GIFt Create two more GIFts Create the final GIFt Add the footer Add a background gradient Personalize the Birthday GIFt Site Use GitHub Desktop to publish your Birthday GIFt Site Deploying your Birthday GIFt Site Use VS Code to edit your Birthday GIFt Site GIFt site recap

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