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Curriculum for the course GitHub Foundations Certification Course – Pass the exam in 10 hours! Learn about GitHub and pass the GitHub Foundations exam! Learn the core concepts of collaborating, contributing, and working on GitHub. https://www.exampro.co/github-foundations ✏️ Course developed by Andrew Brown of ExamPro. Check out the ExamPro YouTube channel: https://www.youtube.com/channel/UC2EsmbKnDNE7y1N3nZYCuGw 🔗 ExamPro Certification Training: https://www.exampro.co 🐦 Twitter: https://twitter.com/andrewbrown 📷 Instagram: https://www.instagram.com/exampro.co/ ⭐️ Course Contents ⭐️ ⌨️ (0:00:00) Introduction ⌨️ (0:18:52) Github Basics ⌨️ (2:55:04) GitHub Development ⌨️ (4:16:24) GitHub Desktop and Mobile ⌨️ (4:26:06) GitHub Entities ⌨️ (4:34:41) Markdown ⌨️ (5:08:32) GitHub User Profile ⌨️ (5:14:58) Understanding Github Repos ⌨️ (6:23:29) GitHub Issues ⌨️ (7:00:13) GitHub Pull Requests ⌨️ (7:30:46) GitHub Discussions ⌨️ (7:36:13) Notifications ⌨️ (7:41:06) Gists ⌨️ (7:46:11)...

Curriculum for the course Deep Learning Interview Prep Course Prepare for a job interview about deep learning. This course covers 50 common interview questions related to deep learning and gives detailed explanations. ✏️ Course created by Tatev Karen Aslanyan. ✏️ Expanded course with 100 questions: https://courses.lunartech.ai/courses/deep-learning-interview-preparation-course-100-q-a-s ⭐️ Contents ⭐️ ⌨️ 0:00:00 Introduction ⌨️ 0:08:20 Question 1: What is Deep Learning? ⌨️ 0:11:45 Question 2: How does Deep Learning differ from traditional Machine Learning? ⌨️ 0:15:25 Question 3: What is a Neural Network? ⌨️ 0:21:40 Question 4: Explain the concept of a neuron in Deep Learning ⌨️ 0:24:35 Question 5: Explain architecture of Neural Networks in simple way ⌨️ 0:31:45 Question 6: What is an activation function in a Neural Network? ⌨️ 0:35:00 Question 7: Name few popular activation functions and describe them ⌨️ 0:47:40 Question 8: What happens if you do not use any activation function...

Curriculum for the course Beginner Web Dev Project Tutorial – Weather App with Next.js, Tailwind CSS, and TypeScript Learn to build a Weather App using Next.js, Tailwind CSS, and TypeScript in this hands-on tutorial! Create a responsive, dynamic app from scratch with React components. ✏️ Course from @reactwithutkarsh Live Demo: https://weather-app-nextjs-seven-rho.vercel.app/ Code Repo: https://github.com/whoisseth/weather-app-nextjs ⭐️ Chapters ⭐️ ⌨️ (0:00:13) Introduction ⌨️ (0:03:45) Navbar Component ⌨️ (0:27:41) API and Data Types Configurations ⌨️ (0:38:59) Current Day Section Components ⌨️ (1:12:45) Additional Details Component ⌨️ (1:30:53) 7 Days Forecast Data Section ⌨️ (1:41:53) Search and Current Location Logic 🎉 Thanks to our Champion and Sponsor supporters: 👾 davthecoder 👾 jedi-or-sith 👾 南宮千影 👾 Agustín Kussrow 👾 Nattira Maneerat 👾 Heather Wcislo 👾 Serhiy Kalinets 👾 Justin Hual 👾 Otis Morgan 👾 Oscar Rahnama -- Learn to code for free and get a develo...

Curriculum for the course Beau Carnes: Running the Largest Tutorial Channel – freeCodeCamp.org Podcast The freeCodeCamp podcast is now a video podcast! In this episode, freeCodeCamp founder Quincy Larson interviews Beau Carnes. Beau runs the freeCodeCamp.org YouTube channel. Links: Beau's YouTube course style guide: https://www.freecodecamp.org/news/how-to-create-a-great-technical-course/ How I got a second degree and earned 5 developer certifications in just one year, while working and raising two kids https://www.freecodecamp.org/news/how-i-got-a-second-degree-and-earned-5-developer-certifications-in-just-one-year-while-working-and-2b902ee291ab/ Beau's Robot Family YouTube channel: https://youtube.com/robotfamily 🎉 Thanks to our Champion and Sponsor supporters: 👾 davthecoder 👾 jedi-or-sith 👾 南宮千影 👾 Agustín Kussrow 👾 Nattira Maneerat 👾 Heather Wcislo 👾 Serhiy Kalinets 👾 Justin Hual 👾 Otis Morgan 👾 Oscar Rahnama -- Learn to code for free and get a develo...

Curriculum for the course LangChain GEN AI Tutorial – 6 End-to-End Projects using OpenAI, Google Gemini Pro, LLAMA2 Learn how to us LangChain with GPT-4, Google Gemini Pro, and LLAMA2 by creating six end-to-end projects. The goal of LangChain is to link powerful LLMs, such as OpenAI's GPT-3.5 and GPT-4, to an array of external data sources to create and reap the benefits of natural language processing (NLP) applications. 💻 Github: https://github.com/krishnaik06/Complete-Langchain-Tutorials ✏️ Course developed by @krishnaik06 ⭐️ Contents ⭐️ ⌨️ (0:00:21) Introduction What We will Learn ⌨️ (0:01:36) Langchain Crash Course ⌨️ (1:18:26) Chat With PDF Using Langchain And Astradb ⌨️ (1:41:21) Blog Generation Using LLAMA 2 LLM Models ⌨️ (2:16:21) End To End LLm Projects Using Pinecone VectorDB ⌨️ (2:52:02) Google Gemini Pro Demo ⌨️ (3:20:11) Multi Language Invoice Extractor LLm Project ⌨️ (3:46:02) Conversational Q&A Chatbot Using Gemini Pro API 🎉 Thanks to our Champion and ...

Curriculum for the course Passkey Authentication with Express.js and Docker – Web Authentication API Tutorial Learn about the Web Authentication API by building an app that implements passkey authentication. At the end of the tutorial, we will have a little Express.js app connected to a Postgres database, through Sequelize, in Docker container. 📎 Text tutorial: https://divrhino.com/articles/passkeys-express 💻 Code: https://github.com/divrhino/divrhino-passkeys-express ⭐️ Chapters ⭐️ ⌨️ (00:21) Introduction ⌨️ (00:37) Prerequisites ⌨️ (01:10) Expected end result ⌨️ (01:25) Getting started ⌨️ (05:18) Configure Sequelize ⌨️ (06:54) Set up Postgres ⌨️ (10:40) Routes and controllers ⌨️ (12:16) Frontend views ⌨️ (16:58) Public key credentials ⌨️ (18:27) Configure Passport.js ⌨️ (25:38) Sessions ⌨️ (28:03) Passkeys overview ⌨️ (29:11) Phase 1: attestation/registration ⌨️ (39:11) Logout ⌨️ (39:56) Phase 2: assertion/login ⌨️ (46:46) Recap 🎉 Thanks to our Champion and Sponsor supporte...

Curriculum for the course Event Driven Architecture on AWS – Course for Beginners Dive into the dynamic world of Event Driven Architecture (EDA) with this comprehensive course! Join @iammattmartz Matt Morgan as they unravel the secrets of transforming traditional apps into cutting-edge, event-driven powerhouses. Companion Blog Post: https://martz.codes/e/deep ✏️ Matt Martz (martzcodes) 🔗 https://matt.martz.codes 🔗 CDK Crash Course - https://youtu.be/T-H4nJQyMig 🔗 Event Driven Documentation: https://matt.martz.codes/series/edd 🔗 Inferring Architecture and Asynchronous Workflows using EventBridge Events - https://matt.martz.codes/inferring-architecture-and-asynchronous-workflows-using-eventbridge-events ✏️ Matt Morgan 🔗 https://mattmorgan.cloud 🌟 Chapters: ⌨️ (0:00:00) Intro ⌨️ (0:05:51) EDA Basics ⌨️ (0:35:30) Demoing EDA with AWS CDK ⌨️ (1:08:01) Advanced Practices with EDA ⌨️ (1:30:16) Bloopers ⭐️ Resources ⭐️ ▶ ServerlessLand.com ▶ Eric Johnson 🔗 AWS re:Invent 2...

Curriculum for the course OpenAI Assistants API – Course for Beginners Learn how to use the OpenAI's Assistants API to build powerful AI assistants. In this course, we'll explore how to leverage the Assistants API by OpenAI to create dynamic, intelligent web apps using Streamlit. What we'll cover: 1️⃣ Function Calling with the API: Learn to seamlessly integrate the Assistants API into your applications, enabling advanced AI functionalities right at your fingertips. 2️⃣ Knowledge Retrieval: Discover how to use the API to extract information, answer questions, and make your applications smarter and more responsive. 3️⃣ Code Interpreter Capabilities: Dive into the API's ability to interpret and generate code, a game-changer for automating tasks and enhancing your app's capabilities. 4️⃣ LLM Fundamentals: Gain a solid understanding of Large Language Models (LLMs) and how they form the backbone of OpenAI's Assistants API. This module demystifies the technology a...

Curriculum for the course Python Data Analysis and Visualization Course – Astronomical Data Learn data analysis, data visualizations, and image processing techniques using real-world astronomical data. The course offers a practical, hands-on approach to simplifying complex concepts in data analysis, making it great for beginners. Code: https://drive.google.com/drive/folders/1KufkfHYGUyQmqexkKjgGJZgWgeh69ENf?usp=sharing ✏️ Course developed by @Spartificial Spartificial Website: https://spartificial.com/ ⭐️ Contents ⭐️ ⌨️ (0:00:34) Introduction to Course ⌨️ (0:03:54) Introduction to Google Colab ⌨️ (0:09:13) Python Comments ⌨️ (0:14:39) Variables and Constants ⌨️ (0:21:26) Basic Data Types ⌨️ (0:33:06) f-string ⌨️ (0:42:14) User inputs ⌨️ (0:47:43) Data Type Conversions ⌨️ (0:59:34) Control Flow ⌨️ (1:19:34) Functions ⌨️ (1:46:05) Intro to Tabular Dataset ⌨️ (1:48:14) Importing the libraries for tabular dataset ⌨️ (1:51:44) Exploring the tabular dataset ⌨️ (2:08:55) Creating F...

Curriculum for the course How to Get a Programming Job This course will help you find a programming job and is specifically designed for self-taught developers. The course covers covers everything from job search strategy, resumes, networking, interviewing, and a lot more. Let's lets start learning. Follow along interactively on Boot.dev: https://www.boot.dev/learn/learn-job-search Learn back-end on Boot.dev: https://boot.dev Follow Lane on Twitter: https://twitter.com/wagslane Lane’s YouTube: https://youtube.com/@bootdotdev Backend Banter Podcast: https://www.youtube.com/@backendbanterfm ⭐️ Contents ⭐️ ⌨️ (0:00:00) Intro ⌨️ (0:04:18) Ch 1. Job Search Strategy ⌨️ (0:21:52) Ch 2. Portfolio Projects ⌨️ (0:53:33) Ch 3. Github Profile ⌨️ (1:06:45) Ch 4. Linkedin ⌨️ (1:20:52) Ch 5. Resume ⌨️ (1:47:52) Ch 6. Applying ⌨️ (2:03:15) Ch 7. Networking ⌨️ (2:38:23) Ch 8. Interviewing ⌨️ (3:37:49) Ch 9. Relocation ⭐️ Guests and mentions ⭐️ TJ Devries: https://www.youtube.com/@teej_dv The...

Curriculum for the course UIs with Python – Use PyQt5 to Create a Music Player Learn how to create UIs with Python by creating a Modern Music Player with the PyQt5 framework. Some of the features of the app are: - Beautiful and modern user interface - Playlists and favourite songs functionalities - Custom context menus for different pages - Background slideshow for every song 💻 Code: https://github.com/tommyscodebase/Advanced_Music_Player_with_PyQt5 Download DB Browser for SQLite: https://sqlitebrowser.org/dl/ ✏️ Course developed by @tommys_codebase ⭐️ Chapters ⭐️ ⌨️ (0:00:00) 01: Introduction ⌨️ (0:00:47) 02: Demo ⌨️ (0:04:40) 03: Getting Starter Files ⌨️ (0:06:24) 04: Installing required packages ⌨️ (0:07:56) 05: Opening the Qt Designer ⌨️ (0:10:37) 06: Exploring the UI file ⌨️ (0:21:05) 07: Designing the User Interface ⌨️ (1:37:15) 08: Convert the UI file and the resource file ⌨️ (1:46:45) 09: Creating custom title bar ⌨️ (1:55:09) 10: Add Songs ⌨️ (2:05:49) 11: Play Song ...

Curriculum for the course Data Engineering Course for Beginners Learn the essentials of data engineering in this course for beginners. You'll learn about Databases, Docker, and analytical engineering. You'll explore advanced topics like data pipeline building with Airflow, and engage in batch processing with Spark and streaming data with Kafka. The course culminates in a comprehensive project, putting your skills to the test in creating a full end-to-end pipeline. ✏️ Justin Chau created this course. Course Resources: https://transparent-trout-f2f.notion.site/FreeCodeCamp-Data-Engineering-Course-Resources-e9d2b97aed5b4d4a922257d953c4e759 ⭐️ Contents ⭐️ ⌨️ (0:00:00) Introduction ⌨️ (0:00:36) Why Data Engineering ⌨️ (0:03:14) Docker ⌨️ (0:30:38) SQL ⌨️ (1:04:32) Building a Data Pipeline from Scratch ⌨️ (1:31:03) dbt ⌨️ (2:04:11) CRON Job ⌨️ (2:07:54) Airflow ⌨️ (2:41:14) Airbyte ⌨️ (3:01:54) Outro 🎉 Thanks to our Champion and Sponsor supporters: 👾 davthecoder 👾 jedi-o...

Curriculum for the course NGINX Tutorial for Beginners NGINX is open-source web server software used for reverse proxy, load balancing, and caching. It's important to understand, especially if you are a backend developer. ✏️ Course created by @laithacademy Docker installation: https://docs.docker.com/get-docker/ NGINX installation: https://www.nginx.com/resources/wiki/start/topics/tutorials/install/ ⭐️ Contents ⭐️ ⌨️ (00:00) What is NGINX ⌨️ (08:18) NGINX Installation ⌨️ (11:11) NGINX Terminology ⌨️ (13:16) Serving Static Content ⌨️ (17:34) Mime Types ⌨️ (22:48) Location Context ⌨️ (33:16) Rewrites and Redirect ⌨️ (37:53) NGINX as a Load Balancer 🎉 Thanks to our Champion and Sponsor supporters: 👾 davthecoder 👾 jedi-or-sith 👾 南宮千影 👾 Agustín Kussrow 👾 Nattira Maneerat 👾 Heather Wcislo 👾 Serhiy Kalinets 👾 Justin Hual 👾 Otis Morgan 👾 Oscar Rahnama -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on program...

Curriculum for the course How to Add Email to Your Apps – Tutorial If you want to add email functionality to your application, this is the course. The course starts all the way back at the invention of email and by the end you will know how to make your app send emails using multiple programming languages and libraries. ✏️ Craig Dennis developed this course. Teacher's Notes: https://twil.io/notes-email-course ✉️ Unit 1 - Understanding Email ▶ (0:00:21) Video 1 - Welcome ▶ (0:03:15) Video 2 - In the Beginning ▶ (0:08:46) Video 3 - DNS ▶ (0:11:38) Video 4 - Protocols ▶ (0:17:23) Video 5 - Spamming and Spoofing ▶ (0:23:53) Video 6 - Enter the Authenticity Acronyms ✉️ Unit 2 - Let’s get Sending Email ▶ (0:26:44) Video 1 - Introduction ▶ (0:28:00) Video 2 - Libraries ▶ (0:31:33) Video 3 - Email API Services ▶ (0:36:42) Video 4 - Handling Events ▶ (0:38:28) Video 5 - Receiving email programmatically ▶ (0:39:24) Video 6 - Wrap 🎉 Thanks to our Champion and Sponsor sup...

Curriculum for the course Data Analyst Bootcamp for Beginners Become a data analyst by following along with this massive course. You will learn the core topics that data analysts need to know. And along the way, you will build plenty of projects to gain hands-on experience. ✏️ Bootcamp developed by @AlexTheAnalyst 🔗 Analyst Builder: https://www.analystbuilder.com/ ⭐️ Chapters ⭐️ 00:00:00 Introduction 00:01:10 How to Become a Data Analyst in 2023 (Completely FREE!) 00:15:08 SQL Basics Tutorial | Installing SQL Server Management Studio and Create Tables 00:24:44 SQL Basics Tutorial | Select + From Statements 00:30:57 SQL Basics Tutorial | Where Statement 00:38:54 SQL Basics Tutorial | Group By + Order By Statements 00:47:03 Intermediate SQL Tutorial | Inner/Outer Joins | Use Cases 01:02:55 Intermediate SQL Tutorial | Unions | Union Operator 01:08:19 Intermediate SQL Tutorial | Case Statement | Use Cases 01:15:44 Intermediate SQL Tutorial | Having Clause 01:19:15 Intermediate SQ...

Curriculum for the course Learn to Code with AI - ChatGPT Tutorial This tutorial teaches non-coders to build apps with ChatGPT. Try the interactive version here: https://scrimba.com/links/learn-to-code-with-ai Get ready for a unique approach to coding. Start building projects right away, without worrying about complex programming syntax. With ChatGPT handling the technical details, you can focus on the creative parts. Gradually improve your programming skills as you progress through increasingly sophisticated projects. If you have any feedback to the teacher Guil Hernandez, please reach out to him on X here: https://twitter.com/guilh Follow Scrimba on YouTube here: https://www.youtube.com/c/Scrimba 💻 Download the code via Scrimba: https://scrimba.com/links/learn-to-code-with-ai ⭐️ Chapters ⭐️ Section 1: Build and deploy your first projects with ChatGPT ⌨️ (0:00:20) Intro ⌨️ (0:03:40) Welcome to a new kind of coding course ⌨️ (0:05:26) Building with AI & ChatGPT ⌨️ (0:07...

Curriculum for the course Memcached Tutorial for Beginners Memcached is a high-performance, distributed memory caching system designed to speed up dynamic web applications by alleviating database load. In this course, you will learn about Memcached's architecture and design choices, and learn how to create a hands-on demo using Docker, Telnet, and nodes. ✏️ Course developed by @hnasr Source Code: https://github.com/hnasr/javascript_playground/tree/master/memcached Fundamentals of Database Engineering udemy course: https://database.husseinnasser.com Download the slides for Memcached course here: https://payhip.com/b/rw14l (0:00:27) Intro (0:05:07) What is Memcached? (0:08:12) Memory management (0:16:27) LRU (0:25:44) Threading and Connections (0:31:07) Read Example (0:34:57) Write Example (0:36:44) Write and Read collisions (0:40:07) Locking (0:40:57) Distributed Cache (0:43:57) Memcached with Docker/Telnet/NodeJS (0:45:27) Spin up a Memcached Docker container and telnet...

Curriculum for the course Full Stack React Developer Course (including Appwrite) In this React course, you'll not only learn the nuances of React and its internal workings but also immerse yourself in building a variety of projects to understand the practical applications of React features. This course uniquely balances a project-focused approach with comprehensive theoretical knowledge, ensuring a thorough understanding of each concept. By the end of this course, not only will you have a bunch of projects for your portfolio, but you'll also gain hands-on experience in creating a full-stack application using Appwrite, integrating advanced tools like Redux-Toolkit and Tailwind to craft production-grade applications. 💻 Code: https://github.com/hiteshchoudhary/react-english ✏️ Course created by @HiteshChoudharydotcom ⭐️ Contents ⭐️ ⌨️ (00:00:00) React Roadmap ⌨️ (00:20:05) Create react projects ⌨️ (00:42:37) Understand the react flow and structure ⌨️ (01:09:15) Create you...