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 6. CSS Chrome Console
•CSS 7. CSS Web Fonts
•CSS 8. CSS Box Model
•Bootstrap
•Bootstrap Introduction
•Bootstrap 1. Intro to Bootstrap
•Bootstrap 2. Bootstrap Forms
•Bootstrap 3. Bootstrap Navbar
•Bootstrap 4. Grids
•Bootstrap 5. Test Project
•Javascript
•Intro to Javascript
•Javascript 2. JS Operators
•Javascript 3. JS to HTML
•Javascript 4. JS Operators
•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
•DOM 3. DOM Console
•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
•Methods and Functions in Python 4. Decorators
•Methods and Functions in Python 5. Scope
•Methods and Functions in Python 6. Advanced Methods
•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
•Machine Learning AI 3.SciKit
•Machine Learning AI 4.Data Pre Processing
•Machine Learning AI 5.Dimentionality Reduction
•Machine Learning AI 6.Hyperparameter Optimization
•Machine Learning AI 7. Ensemble Learning
•Machine Learning AI 8.Sentiment Analysis
•Machine Learning AI 9.Regression Analysis
•Machine Learning AI 10.Cluster Analysis
•Machine Learning AI 11.Artificial Neural Networks
•Machine Learning AI 12.TensorFlow
•Machine Learning AI 13.TensorFlow Workshop
•Machine Learning AI 14.CNN for Images
•Machine Learning AI 15.Recurrent Neural Network
•Amazon Datascience
•Machine Learning on AWS
•Jupyter on AWS
•Serverless App using Python on AWS Chalice
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