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Update web dev content
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src/data/courses/advanced/WebDevelopment.js

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@@ -8,101 +8,105 @@ export const webDevelopment = {
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upcoming: 'Oct 1st',
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projects: [
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{
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title: 'Mobile App Development',
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title: 'Chat App with WebSockets',
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img: '/static/images/projects/p1.png'
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},
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{
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title: 'Mobile App Development',
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title: 'Protfolio Website to Standout',
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img: '/static/images/projects/p1.png'
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},
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{
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title: 'Mobile App Development',
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title: 'Vendor App with Payment Gateway',
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img: '/static/images/projects/p1.png'
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},
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{
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title: 'Mobile App Development',
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title: 'GitHub CLI App',
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img: '/static/images/projects/p1.png'
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},
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{
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title: 'Mobile App Development',
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img: '/static/images/projects/p1.png'
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}
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],
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topics: [
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{
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title: 'Revising Python Fundamentals',
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classes: 'Classes 1-4',
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title: 'Introduction to JavaSript',
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classes: 'Classes 1-5',
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subtopics: [
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'In-built Data Structures',
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'Control Flow Statements ',
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'Underatanding OOPS and Modules',
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'Various File operations'
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'Variables, Data Types and Statements',
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'Functions, Conditions and looping',
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'Workin with Arrays and Maps',
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'String processing and manipulation',
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'Introduction to OOP in JS'
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]
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},
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{
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title: 'Data Discovery and Visualiation',
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classes: 'Classes 5-8',
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title: 'Building application with npm',
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classes: 'Classes 6-9',
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subtopics: [
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'Numpy and array computation',
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'Processing Images with Numpy',
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'Data Acquisition - Web Scrapping, Web APIs',
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'Data Analysis using Pandas',
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'Importing and Exporting Data '
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'Getting hands on with npm package management',
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'Understanding components of API call',
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'GitHub API calls with Axios',
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'Creating and deploying new npm module',
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'Mini-project : file downloader'
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]
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},
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{
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title: 'Classical Machine Learning Algorithms',
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classes: 'Classes 9-13',
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title: 'Setting up pace with HTML and CSS ',
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classes: 'Classes 10-14',
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subtopics: [
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'K-Nearest Neighbour search',
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'K-means clustering',
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'Linear Regression',
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'Logistic Regression',
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'Decision trees and Ensembling Learning',
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'Random Forest Classifiers',
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'Support Vector Machines'
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'HTML Tags and attributes',
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'Styling and CSS Selectors',
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'Understanding a figma design',
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'Creating forms and validations',
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'Responsive website design Using bootstrap',
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'FlexBoxes for rest practices of alignments'
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]
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},
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{
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title: 'Natural Language Processing',
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classes: 'Classes 14-18',
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title: 'Getting hands-on with frameworks',
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classes: 'Classes 15-18',
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subtopics: [
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'Text generation using Markov Chain',
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'Text classification using Naive Bayes',
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'Deploy ML model with flask on heroku',
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'Create a facebook chatbot with flask'
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'React concepts and building components',
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'ExpressJS Framework for creating REST APIs',
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'Various HTTP requests and Form Submissions',
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'Socket.IO for realtime communication',
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]
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},
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{
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title: 'Deep Neural Networks',
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title: 'Diving Deep with React and Material UI',
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classes: 'Classes 19-22',
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subtopics: [
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'Neural Architectures and Training',
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'Deep Learning with Keras',
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'Convolutions and the GoogLe Net',
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'Transfer Learning with ResNet and AlexNet',
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'Dimensionality Reduction using Auto-encoders'
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'React Props, State, Lifecycle Methods, and Keys',
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'Using hooks for functional React experience',
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'Theme and Typography with React MUI',
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'Horizontal and Verical Steppers with React MUI',
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'Animations and Transitions with React Spring'
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]
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},
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{
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title: 'Realtional and Not Relational Databases',
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classes: 'Classes 23-25',
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subtopics: [
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'Walk trhough with SQL Queries',
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'H2 and MySQL Databases and connecting with ORM',
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'Handling documents with MongoDB',
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'Setting up geolocation indexing for Uber like search',
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]
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},
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{
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title: 'Advanced Deep Learning',
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classes: 'Classes 23-27',
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title: 'Cloud Authentication, Hosting and Functions',
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classes: 'Classes 26-28',
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subtopics: [
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'Recurrent Neural Network',
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'Long Short Term Memory',
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'Music Generation using LSTM',
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'Predict Gender from name with LSTM',
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'Generative Adversarial Nets'
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'Setting up auth with passport',
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'Social auth with Google, Facebook and GitHub',
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'Cloud Functions for scaled Arch',
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'Firestore and other firebase products',
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]
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},
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{
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title: 'Reinforcemnt Learning',
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classes: 'Classes 27-30',
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title: 'Project discussion and best practices',
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classes: 'Classes 29-30',
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subtopics: [
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'Foundational Reinforcemnt Learning',
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'Evolutionary Algorithms and Genetic Algorithms',
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'Deep Q-learning and training',
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'Training on OpenAI Gym Simulaters'
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'Spinning up project ideas and how to explore',
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'Pitching session and walkthough presentation',
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'Best Practices for follow for web projects'
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]
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}
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],

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