ZERO to HERO Python 3 FULL STACK MASTERCLASS 45 AI projects
  • ondemand_video
       Video Length : 30h50m0s
  • format_list_bulleted
       Tasks Number : 206
  • group
       Students Enrolled : 18
  • equalizer
       Medium Level
  • Curriculum
  • 1. Introduction
    • videocam
      Introduction
      10m0s
    • videocam
      Installing Python
      10m0s
    • videocam
      Installing Anaconda
      10m0s
  • 2. Setting Up Your Software
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      Installing Chrome
      10m0s
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      Installing Atom
      10m0s
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      Installing Visual Code Studio
      10m0s
  • 3. HTML
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      HTML Introduction
      10m0s
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      HTML 2. Intro To HTML
      10m0s
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      HTML 3. Headers and Paragraphs
      10m0s
    • videocam
      Closing a tag
      10m0s
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      HTML 4. Divs and Spans
      10m0s
    • videocam
      Types of lists
      10m0s
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      HTML 5. List Types
      10m0s
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      Correct way to add an image
      10m0s
    • videocam
      HTML 6. Attributes
      10m0s
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      HTML 7. Tables
      10m0s
    • videocam
      HTML 8. Forms
      10m0s
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      HTML 9. Form Legend
      10m0s
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      HTML 10. Button Forms
      10m0s
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      HTML 11. Quiz Exercise
      10m0s
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      HTML 12. Quiz Exercise Solution
      10m0s
  • 4. CSS
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      CSS Introduction
      10m0s
    • videocam
      CSS 2. Colors
      10m0s
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      CSS 3. Backgrounds
      10m0s
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      CSS 4. CSS id, classes
      10m0s
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      CSS 5. CSS Specificity
      10m0s
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      CSS 5. CSS Specificity
      10m0s
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      CSS 6. CSS Chrome Console
      10m0s
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      CSS 7. CSS Web Fonts
      10m0s
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      CSS 8. CSS Box Model
      10m0s
  • 5. Bootstrap
    • videocam
      Bootstrap Introduction
      10m0s
    • videocam
      Bootstrap 1. Intro to Bootstrap Part 1
      10m0s
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      Bootstrap 1. Intro to Bootstrap Part 2
      10m0s
    • videocam
      Bootstrap 2. Bootstrap Forms
      10m0s
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      Bootstrap 3. Bootstrap Navbar Part 1
      10m0s
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      Bootstrap 3. Bootstrap Navbar Part 2
      10m0s
    • videocam
      Bootstrap 4. Grids
      10m0s
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      Bootstrap 5. Test Project
      10m0s
  • 6. Javascript
    • videocam
      Intro to Javascript
      10m0s
    • videocam
      Javascript 2. JS Operators
      10m0s
    • videocam
      Javascript 3. JS to HTML Part 1
      10m0s
    • videocam
      Javascript 3. JS to HTML Part 2
      10m0s
    • videocam
      Javascript 4. JS Operators Part 1
      10m0s
    • videocam
      Javascript 4. JS Operators Part 2
      10m0s
    • videocam
      Javascript 5. JS Control Flow
      10m0s
    • videocam
      Javascript 6. JS While Loops
      10m0s
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      Javascript 7. JS for Loops
      10m0s
    • videocam
      Javascript 8. JS Exercises
      10m0s
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      Javascript 9. JS Exercise Solutions
      10m0s
    • videocam
      Javascript 10. Functions
      10m0s
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      Javascript 11. Functions Exercises
      10m0s
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      Javascript 12. Functions Solutions
      10m0s
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      Javascript 13. Functions Arrays
      10m0s
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      Javascript 14. Objects
      10m0s
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      Javascript 15. Objects Exercises
      10m0s
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      Javascript 16. Objects Exercises Solutions
      10m0s
  • 7. Document Object Model (DOM)
    • videocam
      DOM 1. Introduction to DOM
      10m0s
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      DOM 2. DOM Console Part 1
      10m0s
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      DOM 3. DOM Console Part 2
      10m0s
    • videocam
      DOM 4. Event Listeners
      10m0s
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      DOM 5. Game Project
      10m0s
  • 8. jQuery
    • videocam
      jQuery 1. jQuery Introduction
      10m0s
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      jQuery 2. jQuery Basics
      10m0s
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      jQuery 3. jQuery Events
      10m0s
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      jQuery 4. jQuery Project
      10m0s
  • 9. Intro to Python
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      Python 1. Introduction
      10m0s
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      Python 2. Python Numbers
      10m0s
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      Python 3. Python strings
      10m0s
    • videocam
      Python 4. Python Lists
      10m0s
    • videocam
      Python 5. Dictionaries
      10m0s
    • videocam
      Python 6. Python Tuples
      10m0s
  • 10. Python Flow Control
    • videocam
      Python Flow Control 1. Intro
      10m0s
    • videocam
      Python Flow Control 2. Test Conditions
      10m0s
    • videocam
      Python Flow Control 3. For Loops
      10m0s
    • videocam
      Python Flow Control 4. Extending For Loops
      10m0s
    • videocam
      Python Flow Control 5. Continue Break
      10m0s
    • videocam
      Python Flow Control 6. Augmented Assignment
      10m0s
    • videocam
      Python Flow Control 7. While Loops
      10m0s
    • videocam
      Python Flow Control 8. While Loop Challenge
      10m0s
    • videocam
      Python Flow Control 9. Exercise
      10m0s
  • 11. Python Lists, Ranges & Tuples
    • videocam
      Python Lists Ranges Tuples 1.Introduction
      10m0s
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      Python Lists Ranges Tuples 2.Intro To Lists
      10m0s
    • videocam
      Python Lists Ranges Tuples 3.Lists
      10m0s
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      Python Lists Ranges Tuples 4.List exercise
      10m0s
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      Python Lists Ranges Tuples 5.Iterators
      10m0s
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      Python Lists Ranges Tuples 6.Ranges
      10m0s
    • videocam
      Python Lists Ranges Tuples 7.Slices
      10m0s
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      Python Lists Ranges Tuples 8.Tuples
      10m0s
    • videocam
      Python Lists Ranges Tuples 9. Tuples Continued
      10m0s
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      Python Lists Ranges Tuples 10. Advanced Exercises
      10m0s
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      Python Lists Ranges Tuples 11. Advanced Exercise Solutions
      10m0s
  • 12. Python Dictionaries
    • videocam
      Python Dictionaries - Intro
      10m0s
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      Python Dictionaries 1.Dictionaries and Sets
      10m0s
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      Python Dictionaries 2.Dictionaries Continued
      10m0s
  • 13. Python Input and Output
    • videocam
      Python Input and Output 1. Intro
      10m0s
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      Python Input and Output 2. Text Files
      10m0s
  • 14. Methods and Functions in Python
    • videocam
      Methods and Functions in Python 1.Intro
      10m0s
    • videocam
      Methods and Functions in Python 2. Methods
      10m0s
    • videocam
      Methods and Functions in Python 3. Functions Part 1
      10m0s
    • videocam
      Methods and Functions in Python 3. Functions Part 2
      10m0s
    • videocam
      Methods and Functions in Python 4. Decorators
      10m0s
    • videocam
      Methods and Functions in Python 5. Scope
      10m0s
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      Methods and Functions in Python 6. Advanced Methods Part 1
      10m0s
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      Methods and Functions in Python 6. Advanced Methods Part 2
      10m0s
  • 15. Object Oriented Programming
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      Object Oriented Programming - 1.Intro
      10m0s
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      Object Oriented Programming - 2.Object Oriented Programming
      10m0s
    • videocam
      Oriented Programming - 3.Inheritance Composition
      10m0s
    • videocam
      Object Oriented Programming - 4.Class Decorators
      10m0s
  • 16. Statistics Projects
    • videocam
      Statistics Projects Introduction
      10m0s
    • videocam
      Statistics Projects 1.DescriptiveStatistics
      10m0s
    • videocam
      Statistics Projects 2.ClassicalInferenceProportions
      10m0s
    • videocam
      Statistics Projects 3.ClassicalInferenceMeans
      10m0s
  • 17. Bayesian Projects
    • videocam
      Bayesian Projects Intro
      10m0s
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      Bayesian Projects 4.BayesianAnalysis
      10m0s
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      Bayesian Projects 5.BayesianInferenceProportions
      10m0s
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      Bayesian Projects 6.BayesianInferenceMeans
      10m0s
    • videocam
      Bayesian Projects 7.Correlations
      10m0s
  • 18. Machine Learning
    • videocam
      Machine Learning Intro
      10m0s
    • videocam
      Machine Learning Introduction 8.MachineLearningPrinciples
      10m0s
    • videocam
      Machine Learning Introduction 9.Training ML Modes
      10m0s
    • videocam
      Machine Learning Introduction 10.EvaluatingModelResults
      10m0s
  • 19. Deep Learning Projects
    • videocam
      Deep Learning Introduction
      10m0s
    • videocam
      Deep Learning Projects 11.knn
      10m0s
    • videocam
      Deep Learning Projects 12.DecisionTree
      10m0s
    • videocam
      Deep Learning Projects 13.RandomForests
      10m0s
    • videocam
      Deep Learning Projects 14.OLS
      10m0s
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      Deep Learning Projects 15.EvaluatingLinearModels
      10m0s
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      Deep Learning Projects 16.RidgeRegression
      10m0s
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      Deep Learning Projects 17.LASSORegression
      10m0s
    • videocam
      Deep Learning Projects 18.Interpolation
      10m0s
    • videocam
      Deep Learning Projects 19.Perceptron
      10m0s
    • videocam
      Deep Learning Projects 20.TrainingNeuralNetwork
      10m0s
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      Deep Learning Projects 21.RegressionNeuralNetwork
      10m0s
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      Deep Learning Projects 22. Clustering
      10m0s
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      Deep Learning Projects 23. Evaluative Clustering
      10m0s
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      Deep Learning Projects 24.kmeans
      10m0s
    • videocam
      Deep Learning Projects 25.Hierarchical
      10m0s
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      Deep Learning Projects 26. Spectral
      10m0s
    • videocam
      Deep Learning Projects 27.PCA
      10m0s
    • videocam
      Deep Learning Projects 28.SVD
      10m0s
    • videocam
      Deep Learning Projects 29. Low Dimensional
      10m0s
  • 20. Machine Learning AI
    • videocam
      Intro
      10m0s
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      Machine Learning
      10m0s
    • videocam
      Training Algorithms Part 1
      10m0s
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      Training Algorithms Part 2
      10m0s
    • videocam
      SciKit Part 1
      10m0s
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      SciKit Part 2
      10m0s
    • videocam
      SciKit Part 3
      10m0s
    • videocam
      Data Pre Processing Part 1
      10m0s
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      Data Pre Processing Part 2
      10m0s
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      Data Pre Processing Part 3
      10m0s
    • videocam
      Dimentionality Reduction Part 1
      10m0s
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      Dimentionality Reduction Part 2
      10m0s
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      Dimentionality Reduction Part 3
      10m0s
    • videocam
      Hyperparameter Optimization Part 1
      10m0s
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      Hyperparameter Optimization Part 2
      10m0s
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      Hyperparameter Optimization Part 3
      10m0s
    • videocam
      Ensemble Learning Part 1
      10m0s
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      Ensemble Learning Part 2
      10m0s
    • videocam
      Sentiment Analysis Part 1
      10m0s
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      Sentiment Analysis Part 2
      10m0s
    • videocam
      Regression Analysis Part 1
      10m0s
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      Regression Analysis Part 2
      10m0s
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      Regression Analysis Part 3
      10m0s
    • videocam
      Cluster Analysis Part 1
      10m0s
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      Cluster Analysis Part 2
      10m0s
    • videocam
      Artificial Neural Networks Part 1
      10m0s
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      Artificial Neural Networks Part 2
      10m0s
    • videocam
      TensorFlow Part 1
      10m0s
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      TensorFlow Part 2
      10m0s
    • videocam
      TensorFlow Part 3
      10m0s
    • videocam
      TensorFlow Workshop Part 1
      10m0s
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      TensorFlow Workshop Part 2
      10m0s
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      TensorFlow Workshop Part 3
      10m0s
    • videocam
      CNN for Images Part 1
      10m0s
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      CNN for Images Part 2
      10m0s
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      CNN for Images Part 3
      10m0s
    • videocam
      Recurrent Neural Network Part 1
      10m0s
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      Recurrent Neural Network Part 2
      10m0s
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      Recurrent Neural Network Part 3
      10m0s
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      Recurrent Neural Network Part 4
      10m0s
  • 21. Amazon Datascience
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      Machine Learning on AWS
      10m0s
    • videocam
      Jupyter on AWS Part 1
      10m0s
    • videocam
      Jupyter on AWS Part 2
      10m0s
    • videocam
      Serverless App using Python on AWS Chalice Part 1
      10m0s
Authors

Kevin Gautama is a systems design and programming engineer with 16 years of expertise in the fields of electrical and electronics and information technology.

He teaches at the Hanoi University of Industry in the period 2003-2011 and he has a certificate of vocational training by the Ministry of Industry and Commerce and the Hanoi University of Industry.

From extensive design experience through numerous engineering projects, the author founded the Enziin Academy.

The Enziin Academy is a startup in the field of educational, it's core goal is to training design engineers in the fields technology related.

The Enziin Academy is headquartered in Stockholm-Sweden with an orientation operating multi-lingual and global.

The author's skills in IT:

  • Implementing the application infrastructure on Amazon's cloud computing platform.
  • Linux server system administration (Sysadmin).
  • Design load balancing and content distribution system.
  • MySQL database administration.
  • C/C++/C# Programming
  • Ruby and Ruby on Rails Programming
  • Python and Django Programming
  • The WPF/C# on the .NET Framework Programming
  • The PHP/JAVA Programming
  • Machine Learning and Expert System.
  • Internet of Things.

The author's skills in the fields of electric and electronic:

  • The design of popular CPU / MCU systems.
  • Design FPGA / CPLD system (Xilinx - Altera).
  • Design and programming of DSP systems (Texas Instruments).
  • Embedded ARM system design.
  • The RTOS Programming
  • Design and programming electronic power systems.
  • PLC - inverter - sensor - electric control cabinet industrial.
  • Control systems distributed connection with Server.

Read more...

ZERO to HERO Python 3 FULL STACK MASTERCLASS 45 AI projects


ZERO to HERO Python 3 FULL STACK MASTERCLASS 45 AI projects

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