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IntroductionModule 1 · 2 lessons

What is Browservideo · Preview
Web Browsingvideo · Preview

History of WebModule 2 · 2 lessons

Www vs Internet and CSS HTML and Javavideo
Web Developer Fundamental IIvideo

How Internet worksModule 3 · 4 lessons

Backbone of Internetvideo
Traceroutvideo
Web Developer Fundamentalsvideo
Front End vs Back Endvideo

HTML5Module 4 · 8 lessons

Build Your First Websitevideo
Web Developer Fundamental IIIvideo
Developer Fundamental IVvideo
HTML Tagsvideo
HTML Tags IIvideo
Self Closing Tagsvideo
Anchor Tagsvideo
SOME FAQsvideo

Advanced HTML5Module 5 · 6 lessons

Building Form in HTML Part 1video
Building Form in HTML Part 2video
HTML Tags 3video
Submitting a Formvideo
HTML VS HTML5video
Copying a Web Site from Googlevideo

CSSModule 6 · 8 lessons

Your First CSSvideo
CSS Stylingvideo
CSS Propertiesvideo
CSS Selectorsvideo
Text and Fonts in CSSvideo
Images in CSSvideo
Box Modelvideo
Px vs em vs remvideo

Advanced CSSModule 7 · 5 lessons

Critical Render Pathvideo
Flex Box Part 1video
Flex Box Part 2video
What is CSS3video
Responsive Website and UIvideo

Bootstrap 4 The FRONT End MasterModule 8 · 3 lessons

Bootstrap 4video
Using Bootstrapvideo
Bootstrap Grid Featuresvideo

How to Built Startup Landing PageModule 9 · 10 lessons

Project Landing Pagevideo
Startup Landing Page Part 1video
Startup Landing Page Part 2video
Startup Landing Page Part 3video
Startup Landing Page Part 4video
Adding Email Sub Formvideo
Putting Your Website on Internetvideo
Putting Website Online Method 2video
Developers Fundamentalsvideo
Using Templatesvideo

CSS GRID and CSS LayoutModule 10 · 12 lessons

Section Introductionvideo
CSS Grid vs Flex box vs Bootstrapvideo
CSS Grid 1video
CSS Grid 2video
CSS Grid 3video
CSS Grid 4video
CSS Grid 5video
Building Most Used Website Part 1video
Building Most Used Website Part 2video
Building Most Used Website Part 3video
Building Most Used Website Part 4video
Adding Some Beautyto Websitevideo

JavaScriptModule 11 · 16 lessons

Developer Fundamentalsvideo
Introduction to Java Scriptvideo
Writing your First Java Scriptvideo
Variables in Java Scriptvideo
Program Flow Controlvideo
How to Use Java Script on Web Pagevideo
Funactions Part 1video
Funactions Part 2video
Data Structures Arraysvideo
Built In Methodsvideo
Data Structure Objectvideo
Building Social Media Website Part 1video
Java Script Terminologyvideo
Loopsvideo
Social Media Website Part 2video
Developer Fundamental Variablevideo

Document Object ModelsModule 12 · 7 lessons

Document Object Modelsvideo
DOM Selectors Explainedvideo
DOM Events Part 1video
DOM Events Part 2video
Background Color Generator Part 1video
Background Color Generator Part 2video
Developer Fundamentals Performancevideo

Advanced JavaScriptsModule 13 · 17 lessons

Variable Scope Part 1video
Variable Scope Part 2video
Advanced Flow Control Ternary Operatorvideo
Advanced Flow Control Switch Statementvideo
ES5 & ES6 Part 1video
ES5 & ES6 Part 2video
Advanced Functions Part 1video
Advanced Functions Part 2video
Advanced Arrayvideo
Advanced Objectsvideo
Pass by Value and Pass by Referencevideo
Type Coercionvideo
ES7 & ES8 Updatesvideo
ES10 Updatesvideo
Advanced Loopsvideo
Debuggingvideo
Inner Working of Java Scriptvideo

Developer Life LineModule 14 · 7 lessons

Using Terminal and Command Linevideo
Git & Git Hub Part 1video
Git & Git Hub Part 2 Advancedvideo
NPMvideo
NPM Part 2video
Installing Two Important Packagesvideo
Building Portfolio Websitevideo

Python The Most Powerful LanguageModule 15 · 51 lessons

Python-and-Anacondavideo
IDE-Which-One-You-Should-USEvideo
Indentation Very Importantvideo
Print and Inputvideo
String Concatenationvideo
Data Typesvideo
Listsand Dictionaries in Shortvideo
Operatorsvideo
How to format Stringsvideo
Exercise and Solution 1video
Modules All You Need to Knowvideo
Howto Remove Errorfrom Codevideo
Exercise and Solution 2video
How to take Decision using if else statementvideo
Exerciseand Solution Number Guessing Gamevideo
Powerful way to store data in Listsvideo
Exercise Solution of Twister Gamevideo
List Methods and Functionsvideo
Indexing The Cool wayvideo
For loop a Stupid Serve ntvideo
Ifcontinuethen Breakvideo
List Comprehensionvideo
Tuples and Setsvideo
Dictionaries in Detailsvideo
Realtime Currency Convertervideo
While Loopvideo
Dice Sixer Exercise Using While Loopvideo
Functionsvideo
Functions Parametersvideo
Dog Chasing Tail Function (recursive functions)video
Create Boardvideo
Win Criteriavideo
Player assignment and board checkvideo
Placemarkervideo
Game Mechanism Designvideo
Lets Play Tic Tac Toe yeyeyevideo
Request Libraryvideo
Currency Conversion using APlvideo
Live Bitcoin Price Trackervideo
Few Important Thingsvideo
Read Write Append Filesvideo
Creating Modules and Packagesvideo
Object Oriented Programmingvideo
OOP Attributesvideo
OOP Methodsvideo
OOP Advanced Levelvideo
Online Bank Using OOPvideo
Lambda Functionsvideo
Map Functionsvideo
Filter Functionsvideo
Generatorsvideo

Django Basic LevelModule 16 · 12 lessons

Django Introductionvideo
Creating Django Projectvideo
Putting Web App On Local Servervideo
Django Theory MVCvideo
First View and URL Patternsvideo
Connecting HTML with Djangovideo
Single Page Web App Exercise Solutionvideo
Multiple Pages Web Appvideo
Adding Static Filesvideo
Django Formsvideo
Django Forms Part 2video
How to Connect Machine Learning Model with Djangovideo

Fundamentals of Data ScienceModule 17 · 14 lessons

Machine Learning Introductionvideo
Installing Required Librariesvideo
Getting Your Datavideo
Loading Datavideo
Exploring Datavideo
Some Basic Explorationvideo
Data Visualizationvideo
Variable Typesvideo
Fours Seas and Seesvideo
Correctingvideo
Completingvideo
Creatingvideo
Convertingvideo
Few Words of Lovevideo

Machine LearningModule 18 · 14 lessons

Introduction to Machine Learningvideo
Linear Regression Easy Wayvideo
Exercise and Solution Linear Regressionvideo
Line of Best Fit (Bonus)video
Linear Regression Mean Squared Errorvideo
Mean Squared Error Exercise and Solutionvideo
Logic Regressionvideo
Over-fitting Perfect is not good alwaysvideo
Practice Test and Trainvideo
How to USE Google Colabvideo
Decision Tree and Random Forestsvideo
Moving Your Code on Google GPUvideo
Training Machine Learning Modelvideo
Matching Your Prediction With Kagglevideo

Django Part 2Module 19 · 17 lessons

Section Introductionvideo
Creating Django Projectvideo
Connecting Multiple Pages in Djangovideo
How to Import Model in Djangovideo
How to Import Model in Djangovideo
Integrating Machine Learning Model with Djangovideo
Using Amazon Web Services for ML Modelvideo
Connecting AW S Computer with Local Machinevideo
Moving Our Web App to Git and AWSvideo
Making Our Machine Learning Online on Internetvideo
Validating Our Machine Learning Modelvideo
Installing Gunicornvideo
Creating .SOCK file and NGINX Part 1video
Creating .SOCK file and NGINX Part 2video
Connecting DOMAIN Namevideo
How to Make Changes in YOur Web Appvideo
Adding CSS and JAVA Files into Machine Learningvideo

Deep Learning Neural NetsModule 20 · 16 lessons

Introduction to Neural Networksvideo
Machine Learning vs Deep Learningvideo
Recap ofthe Basics,Regression,lost,costvideo
Neural Nets Fundamentalsvideo
Neural Nets, With Multiple Inputsvideo
Bias and Variance b and wvideo
Epocs,Forwardand Backward Propagationvideo
Bias and Variancevideo
Hyper parametersvideo
Installing Required Dependencies for Neural Netsvideo
Applying Neural Netsvideo
Optimizing Neural Network with Hyperparametersvideo
Saving the Modelfor Reuse in Web Appvideo
Howto Get Your Data in Right Shapevideo
Building Neural Net Machine Learning Image Classifier Part 1video
Building Neural Net Machine Learning Image Classifier Part 2video

Convolution Neural Networks(CNN)Module 21 · 16 lessons

Introduction to CNNvideo
How does Filters or Kernal Worksvideo
Filter Parameters to Improve the Accuracy of CNNvideo
Filter Parameters to Improve CNN Part 2video
Pooling Explainedvideo
Building A Terminator using CNNvideo
Loading Data for Terminator CNNvideo
Preparing Data for Terminator CNNvideo
Splitting Data into Test and Trainvideo
How to Improve Accuracy of CNNvideo
Running Predictions on Images In Datavideo
Running Predictions on Images outside of Datavideo
Final Note and Few wordsvideo
Model in Django Create Project (Optional)video
What is Modelvideo
Creating First Modelvideo

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Full Stack Web Developer with AI & ML Integration
History of Web
Lesson 4

Web Developer Fundamental II

Lesson 4 of 247

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