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Coding all-in-one for dummies - Coggle Diagram
Coding all-in-one for dummies
Book 1. Getting started with coding
Chapter 1. What is coding
Chapter 2. Programming for the web
Chapter 3. Becoming a programmer
Book 2. Career building with coding
Chapter 1. Exploring coding career paths
Chapter 2. Exploring undergraduate and graduate degrees
Chapter 3. Training for the job
Chapter 4. Coding career myths
Book 3. Basic web coding
Chapter 1. Exploring basic HTML
Chapter 2. Getting more out of HTML
Chapter 3. Getting stylish with CSS
Chapter 4. Next steps with CSS
Chapter 5. Building floating page layouts
Chapter 6. Using alternative positioning
Book 4. Advanced web coding
Chapter 1. Working faster with twitter boostrap
Chapter 2. Adding in javascript
Chapter 3. Understanding callbacks and closures
Chapter 4. Embracing AJAX and JSON
Chapter 5. JQuery
Book 5. Creating web application
Chapter 1. Building your own app
Chapter 2. Researching your first web application
Chapter 3. Coding and debugging your first web application
Book 6. Selecting data analysis tools
Chapter 1. Wrapping your head around python
Chapter 2. Installing python distribution
Chapter 3. Working with real data
Book 7. Evaluating data
Chapter 1. Conditioning your data
Chapter 2. Shaping data
Chapter 3. Getting a crash course in MatPlotLib
Chapter 4. Visualizing the data
Chapter 5. Exploring data analysis
Chapter 6. Exploring four simple and effective algorithms
Book 8. Essentials of machine learning
Chapter 1. Introduction how machines learn
Chapter 2. Demystifying the math behind machine learning
Chapter 3. Descending the right curve
Chapter 4. Validating machine learning
Book 9. Applying machine learning
Chapter 1. Starting with simple learners
Chapter 2. Leveraging similarity
Chapter 3. Hitting complexity with neural networks
Chapter 4. Resorting to ensembles of learners
Chapter 5. Real-world applications