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What you’ll learn

• 1.Intro & running JS
• 2.Variables & data types
• 3.Operators & conditionals
• 4.Loops & functions
• 5.Arrays & objects
• 6.DOM manipulation
• 7.Events & forms
• 8.ES6+ features
• 9.Async, promises & fetch
• 10.Error handling
• 11.Modules & tooling
• 12.Best practices & a project

What you’ll learn

• 1.Why TypeScript
• 2.Setup & compiler
• 3.Basic types
• 4.Interfaces & type aliases
• 5.Functions & typing
• 6.Unions & narrowing
• 7.Generics
• 8.Classes & access modifiers
• 9.Enums & tuples
• 10.Utility types
• 11.Modules & tsconfig
• 12.Real-world project

What you’ll learn

• 1.Intro & setup
• 2.Grid system
• 3.Containers & layout
• 4.Typography & utilities
• 5.Buttons & badges
• 6.Forms & inputs
• 7.Cards & components
• 8.Navbar & navigation
• 9.Modals & tooltips
• 10.Responsive design
• 11.Customizing with Sass
• 12.Build a responsive page

What you’ll learn

• 1.Intro & setup
• 2.JSX fundamentals
• 3.Components
• 4.Props & state
• 5.Handling events
• 6.Conditional & list rendering
• 7.Hooks (useState, useEffect)
• 8.Context API
• 9.React Router
• 10.Data fetching
• 11.Performance optimization
• 12.Build a project

What you’ll learn

• 1.Intro & setup
• 2.App Router & routing
• 3.Pages & layouts
• 4.Server & client components
• 5.Rendering: SSR, SSG, ISR
• 6.Data fetching
• 7.Route handlers & API routes
• 8.Styling & assets
• 9.Metadata & SEO
• 10.Authentication basics
• 11.Deployment
• 12.Full-stack project

What you’ll learn

• 1.Intro & CLI setup
• 2.Components & templates
• 3.Data binding
• 4.Directives & pipes
• 5.Modules & architecture
• 6.Services & dependency injection
• 7.Routing & navigation
• 8.Forms & validation
• 9.HTTP client
• 10.RxJS & observables
• 11.State management
• 12.Build a project

What you’ll learn

• 1.Intro & setup
• 2.Template syntax
• 3.Reactivity & data
• 4.Directives & bindings
• 5.Computed & watchers
• 6.Components & props
• 7.Events & slots
• 8.Composition API
• 9.Vue Router
• 10.Pinia state management
• 11.Lifecycle & async
• 12.Build a project

What you’ll learn

• 1.Intro & runtime
• 2.Modules & npm
• 3.File system & path
• 4.Events & streams
• 5.Async & callbacks
• 6.Promises & async/await
• 7.HTTP server basics
• 8.Express framework
• 9.Working with databases
• 10.REST APIs
• 11.Environment & deployment
• 12.Build a backend project

What you’ll learn

• 1.Intro & setup
• 2.Routing basics
• 3.Request & response
• 4.Middleware
• 5.Serving static files
• 6.Templating engines
• 7.Handling forms & body parsing
• 8.REST API design
• 9.Error handling
• 10.Connecting a database
• 11.Authentication & JWT
• 12.Build a REST API

What you’ll learn

• 1.Intro & JVM setup
• 2.Variables & data types
• 3.Operators & control flow
• 4.Loops & arrays
• 5.Methods
• 6.Object-oriented programming
• 7.Classes & objects
• 8.Inheritance & polymorphism
• 9.Interfaces & abstraction
• 10.Collections framework
• 11.Exception handling
• 12.Build a project

What you’ll learn

• 1.Intro & setup
• 2.Variables & data types
• 3.Operators & I/O
• 4.Control flow & loops
• 5.Functions
• 6.Arrays & strings
• 7.Pointers & references
• 8.Object-oriented programming
• 9.Classes & constructors
• 10.Inheritance & polymorphism
• 11.STL & templates
• 12.Build a project

What you’ll learn

• 1.Intro & setup
• 2.Syntax & variables
• 3.Operators & control flow
• 4.Loops & functions
• 5.Arrays & strings
• 6.Forms & superglobals
• 7.Sessions & cookies
• 8.File handling
• 9.MySQL with PHP
• 10.CRUD operations
• 11.OOP in PHP
• 12.Build a dynamic site

What you’ll learn

• 1.Intro & setup
• 2.Project & apps structure
• 3.Models & ORM
• 4.Migrations
• 5.Admin site
• 6.Views & URL routing
• 7.Templates
• 8.Forms & validation
• 9.Authentication & users
• 10.Django REST Framework
• 11.Static & media files
• 12.Build & deploy a project

What you’ll learn

• 1.Intro & Spring Boot setup
• 2.Dependency injection & IoC
• 3.Beans & configuration
• 4.Spring MVC & controllers
• 5.REST APIs
• 6.Spring Data JPA
• 7.Database integration
• 8.Validation & exception handling
• 9.Spring Security
• 10.Testing
• 11.Actuator & deployment
• 12.Build a REST project

What you’ll learn

• 1.Intro & setup
• 2.Variables & types
• 3.Control flow & loops
• 4.Functions & multiple returns
• 5.Structs & methods
• 6.Interfaces
• 7.Slices & maps
• 8.Pointers
• 9.Goroutines & channels
• 10.Error handling
• 11.Packages & modules
• 12.Build a web service

What you’ll learn

• 1.Intro to data science
• 2.Python for data
• 3.NumPy fundamentals
• 4.Pandas & dataframes
• 5.Data cleaning & wrangling
• 6.Exploratory data analysis
• 7.Data visualization
• 8.Statistics & probability
• 9.Feature engineering
• 10.Intro to machine learning
• 11.Model evaluation
• 12.End-to-end project

What you’ll learn

• 1.Intro & ML workflow
• 2.Data preprocessing
• 3.Supervised learning
• 4.Linear & logistic regression
• 5.Decision trees & random forests
• 6.SVM & KNN
• 7.Unsupervised learning & clustering
• 8.Feature engineering
• 9.Model evaluation & metrics
• 10.Overfitting & regularization
• 11.Hyperparameter tuning
• 12.Build an ML project

What you’ll learn

• 1.Intro to deep learning
• 2.Neural network basics
• 3.Activation functions
• 4.Forward & backpropagation
• 5.Gradient descent & optimizers
• 6.Building models with Keras/PyTorch
• 7.CNNs for images
• 8.RNNs & LSTMs
• 9.Regularization & dropout
• 10.Transfer learning
• 11.Transformers overview
• 12.Build a deep learning project

What you’ll learn

• 1.Intro to generative AI
• 2.How LLMs work
• 3.Transformers & attention
• 4.Text generation
• 5.Image generation & diffusion
• 6.Prompt basics
• 7.Embeddings & vector search
• 8.Retrieval-augmented generation
• 9.Fine-tuning & adapters
• 10.AI agents & tools
• 11.Ethics & safety
• 12.Build a GenAI app

What you’ll learn

• 1.Intro to prompting
• 2.How LLMs interpret prompts
• 3.Prompt anatomy & structure
• 4.Zero-shot & few-shot
• 5.Role & system prompts
• 6.Chain-of-thought reasoning
• 7.Context & constraints
• 8.Formatting outputs
• 9.Iterating & refining
• 10.Prompt chaining
• 11.Common pitfalls
• 12.Build a prompt toolkit

What you’ll learn

• 1.Intro to ChatGPT
• 2.Getting started & interface
• 3.Writing effective prompts
• 4.Roles & context
• 5.Content writing use cases
• 6.Coding assistance
• 7.Summarizing & analysis
• 8.Custom instructions
• 9.Custom GPTs
• 10.ChatGPT API basics
• 11.Limitations & best practices
• 12.Productivity project

What you’ll learn

• 1.Intro to NLP
• 2.Text preprocessing
• 3.Tokenization
• 4.Stemming & lemmatization
• 5.Bag-of-words & TF-IDF
• 6.Word embeddings
• 7.Text classification
• 8.Named entity recognition
• 9.Sentiment analysis
• 10.Sequence models & RNNs
• 11.Transformers & BERT
• 12.Build an NLP project

What you’ll learn

• 1.Intro to computer vision
• 2.Images & pixels
• 3.OpenCV basics
• 4.Image processing & filters
• 5.Edge & feature detection
• 6.Image transformations
• 7.Object detection
• 8.Image classification with CNNs
• 9.Face detection & recognition
• 10.Image segmentation
• 11.Transfer learning
• 12.Build a CV project

What you’ll learn

• 1.Intro to databases & SQL
• 2.SELECT & filtering
• 3.WHERE & operators
• 4.Sorting & limiting
• 5.Aggregate functions
• 6.GROUP BY & HAVING
• 7.Joins
• 8.Subqueries
• 9.INSERT, UPDATE, DELETE
• 10.Creating tables & constraints
• 11.Indexes & views
• 12.Practice project

What you’ll learn

• 1.Intro & installation
• 2.Databases & tables
• 3.Data types
• 4.CRUD operations
• 5.Filtering & sorting
• 6.Joins
• 7.Aggregate functions & grouping
• 8.Indexes
• 9.Views & stored procedures
• 10.Constraints & keys
• 11.Backup & user management
• 12.Build a database project

What you’ll learn

• 1.Intro to NoSQL & MongoDB
• 2.Installation & setup
• 3.Documents & collections
• 4.CRUD operations
• 5.Query operators
• 6.Filtering & projection
• 7.Indexes
• 8.Aggregation framework
• 9.Data modeling & schema design
• 10.Relationships & embedding
• 11.Mongoose with Node.js
• 12.Build a project

What you’ll learn

• 1.Intro & setup
• 2.Databases & tables
• 3.Data types
• 4.CRUD operations
• 5.Filtering & sorting
• 6.Joins
• 7.Aggregate functions & grouping
• 8.Indexes
• 9.Views & CTEs
• 10.Constraints & transactions
• 11.JSON & advanced features
• 12.Build a database project

What you’ll learn

• 1.Intro to version control
• 2.Git setup & config
• 3.Repositories & staging
• 4.Commits & history
• 5.Branches
• 6.Merging & conflicts
• 7.Remote repositories
• 8.Push, pull & fetch
• 9.GitHub & collaboration
• 10.Pull requests
• 11.Forking & open source
• 12.Team workflow project

What you’ll learn

• 1.Intro to containers
• 2.Installation & setup
• 3.Images & containers
• 4.Docker CLI basics
• 5.Writing a Dockerfile
• 6.Building & tagging images
• 7.Volumes & persistent data
• 8.Networking
• 9.Docker Compose
• 10.Environment & config
• 11.Registries & Docker Hub
• 12.Containerize an app

What you’ll learn

• 1.Intro to Linux
• 2.Shell & terminal basics
• 3.File system navigation
• 4.File & directory commands
• 5.Permissions & ownership
• 6.Users & groups
• 7.Package management
• 8.Processes & services
• 9.Networking basics
• 10.Shell scripting
• 11.Cron & automation
• 12.Practice tasks

What you’ll learn

• 1.Intro to cloud & AWS
• 2.Regions & global infrastructure
• 3.IAM & security
• 4.EC2 compute
• 5.S3 storage
• 6.VPC & networking
• 7.RDS databases
• 8.Lambda & serverless
• 9.Elastic Load Balancing & scaling
• 10.CloudWatch monitoring
• 11.Billing & cost management
• 12.Deploy a project