Introduction
Introduction
Installing Python
Installing Anaconda
Setting Up Your Software
Installing Chrome
Installing Atom
Installing Visual Code Studio
HTML
HTML Introduction
HTML 2. Intro To HTML
HTML 3. Headers and Paragraphs
Closing a tag
HTML 4. Divs and Spans
Types of lists
HTML 5. List Types
Correct way to add an image
HTML 6. Attributes
HTML 7. Tables
HTML 8. Forms
HTML 9. Form Legend
HTML 10. Button Forms
HTML 11. Quiz Exercise
HTML 12. Quiz Exercise Solution
CSS
CSS Introduction
CSS 2. Colors
CSS 3. Backgrounds
CSS 4. CSS id, classes
CSS 5. CSS Specificity
CSS 5. CSS Specificity
CSS 6. CSS Chrome Console
CSS 7. CSS Web Fonts
CSS 8. CSS Box Model
Bootstrap
Bootstrap Introduction
Bootstrap 1. Intro to Bootstrap Part 1
Bootstrap 1. Intro to Bootstrap Part 2
Bootstrap 2. Bootstrap Forms
Bootstrap 3. Bootstrap Navbar Part 1
Bootstrap 3. Bootstrap Navbar Part 2
Bootstrap 4. Grids
Bootstrap 5. Test Project
Javascript
Intro to Javascript
Javascript 2. JS Operators
Javascript 3. JS to HTML Part 1
Javascript 3. JS to HTML Part 2
Javascript 4. JS Operators Part 1
Javascript 4. JS Operators Part 2
Javascript 5. JS Control Flow
Javascript 6. JS While Loops
Javascript 7. JS for Loops
Javascript 8. JS Exercises
Javascript 9. JS Exercise Solutions
Javascript 10. Functions
Javascript 11. Functions Exercises
Javascript 12. Functions Solutions
Javascript 13. Functions Arrays
Javascript 14. Objects
Javascript 15. Objects Exercises
Javascript 16. Objects Exercises Solutions
Document Object Model (DOM)
DOM 1. Introduction to DOM
DOM 2. DOM Console Part 1
DOM 3. DOM Console Part 2
DOM 4. Event Listeners
DOM 5. Game Project
jQuery
jQuery 1. jQuery Introduction
jQuery 2. jQuery Basics
jQuery 3. jQuery Events
jQuery 4. jQuery Project
Intro to Python
Python 1. Introduction
Python 2. Python Numbers
Python 3. Python strings
Python 4. Python Lists
Python 5. Dictionaries
Python 6. Python Tuples
Python Flow Control
Python Flow Control 1. Intro
Python Flow Control 2. Test Conditions
Python Flow Control 3. For Loops
Python Flow Control 4. Extending For Loops
Python Flow Control 5. Continue Break
Python Flow Control 6. Augmented Assignment
Python Flow Control 7. While Loops
Python Flow Control 8. While Loop Challenge
Python Flow Control 9. Exercise
Python Lists, Ranges & Tuples
Python Lists Ranges Tuples 1.Introduction
Python Lists Ranges Tuples 2.Intro To Lists
Python Lists Ranges Tuples 3.Lists
Python Lists Ranges Tuples 4.List exercise
Python Lists Ranges Tuples 5.Iterators
Python Lists Ranges Tuples 6.Ranges
Python Lists Ranges Tuples 7.Slices
Python Lists Ranges Tuples 8.Tuples
Python Lists Ranges Tuples 9. Tuples Continued
Python Lists Ranges Tuples 10. Advanced Exercises
Python Lists Ranges Tuples 11. Advanced Exercise Solutions
Python Dictionaries
Python Dictionaries - Intro
Python Dictionaries 1.Dictionaries and Sets
Python Dictionaries 2.Dictionaries Continued
Python Input and Output
Python Input and Output 1. Intro
Python Input and Output 2. Text Files
Methods and Functions in Python
Methods and Functions in Python 1.Intro
Methods and Functions in Python 2. Methods
Methods and Functions in Python 3. Functions Part 1
Methods and Functions in Python 3. Functions Part 2
Methods and Functions in Python 4. Decorators
Methods and Functions in Python 5. Scope
Methods and Functions in Python 6. Advanced Methods Part 1
Methods and Functions in Python 6. Advanced Methods Part 2
Object Oriented Programming
Object Oriented Programming - 1.Intro
Object Oriented Programming - 2.Object Oriented Programming
Oriented Programming - 3.Inheritance Composition
Object Oriented Programming - 4.Class Decorators
Statistics Projects
Statistics Projects Introduction
Statistics Projects 1.DescriptiveStatistics
Statistics Projects 2.ClassicalInferenceProportions
Statistics Projects 3.ClassicalInferenceMeans
Bayesian Projects
Bayesian Projects Intro
Bayesian Projects 4.BayesianAnalysis
Bayesian Projects 5.BayesianInferenceProportions
Bayesian Projects 6.BayesianInferenceMeans
Bayesian Projects 7.Correlations
Machine Learning
Machine Learning Intro
Machine Learning Introduction 8.MachineLearningPrinciples
Machine Learning Introduction 9.TrainingMLModes
Machine Learning Introduction 10.EvaluatingModelResults
Deep Learning Projects
Deep Learning Introduction
Deep Learning Projects 11.knn
Deep Learning Projects 12.DecisionTree
Deep Learning Projects 13.RandomForests
Deep Learning Projects 14.OLS
Deep Learning Projects 15.EvaluatingLinearModels
Deep Learning Projects 16.RidgeRegression
Deep Learning Projects 17.LASSORegression
Deep Learning Projects 18.Interpolation
Deep Learning Projects 19.Perceptron
Deep Learning Projects 20.TrainingNeuralNetwork
Deep Learning Projects 21.RegressionNeuralNetwork
Deep Learning Projects 22. Clustering
Deep Learning Projects 23. Evaluative Clustering
Deep Learning Projects 24.kmeans
Deep Learning Projects 25.Hierarchical
Deep Learning Projects 26. Spectral
Deep Learning Projects 27.PCA
Deep Learning Projects 28.SVD
Deep Learning Projects 29. Low Dimensional
Machine Learning AI
Machine Learning AI Intro
Machine Learning AI 1.Machine Learning
Machine Learning AI 2.Training Algorithms Part 1
Machine Learning AI 2.Training Algorithms Part 2
Machine Learning AI 3.SciKit Part 1
Machine Learning AI 3.SciKit Part 2
Machine Learning AI 3.SciKit Part 3
Machine Learning AI 4.Data Pre Processing Part 1
Machine Learning AI 4.Data Pre Processing Part 2
Machine Learning AI 4.Data Pre Processing Part 3
Machine Learning AI 5.Dimentionality Reduction Part 1
Machine Learning AI 5.Dimentionality Reduction Part 2
Machine Learning AI 5.Dimentionality Reduction Part 3
Machine Learning AI 6.Hyperparameter Optimization Part 1
Machine Learning AI 6.Hyperparameter Optimization Part 2
Machine Learning AI 6.Hyperparameter Optimization Part 3
Machine Learning AI 7. Ensemble Learning Part 1
Machine Learning AI 7. Ensemble Learning Part 2
Machine Learning AI 8.Sentiment Analysis Part 1
Machine Learning AI 8.Sentiment Analysis Part 2
Machine Learning AI 9.Regression Analysis Part 1
Machine Learning AI 9.Regression Analysis Part 2
Machine Learning AI 9.Regression Analysis Part 3
Machine Learning AI 10.Cluster Analysis Part 1
Machine Learning AI 10.Cluster Analysis Part 2
Machine Learning AI 11.Artificial Neural Networks Part 1
Machine Learning AI 11.Artificial Neural Networks Part 2
Machine Learning AI 12.TensorFlow Part 1
Machine Learning AI 12.TensorFlow Part 2
Machine Learning AI 12.TensorFlow Part 3
Machine Learning AI 13.TensorFlow Workshop Part 1
Machine Learning AI 13.TensorFlow Workshop Part 2
Machine Learning AI 13.TensorFlow Workshop Part 3
Machine Learning AI 14.CNN for Images Part 1
Machine Learning AI 14.CNN for Images Part 2
Machine Learning AI 14.CNN for Images Part 3
Machine Learning AI 15.Recurrent Neural Network Part 1
Machine Learning AI 15.Recurrent Neural Network Part 2
Machine Learning AI 15.Recurrent Neural Network Part 3
Machine Learning AI 15.Recurrent Neural Network Part 4
Amazon Datascience
Machine Learning on AWS
Jupyter on AWS Part 1
Jupyter on AWS Part 2
Serverless App using Python on AWS Chalice Part 1