Prompt Engineering Tutorial – Master ChatGPT and LLM Responses

By freeCodeCamp.org
Published: Sep 05, 2023

“
Learn prompt engineering techniques to get better results from ChatGPT and other LLMs.

✏️ Course developed by @AniaKubow

⭐️ Contents ⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:00:57) What is Prompt Engineering?
⌨️ (0:01:43) Introduction to AI
⌨️ (0:03:18) Why is Machine learning useful?
⌨️ (0:06:02) Linguistics
⌨️ (0:07:30) Language Models
⌨️ (0:14:01) Prompt Engineering Mindset
⌨️ (0:15:04) Using GPT-4
⌨️ (0:20:07) Best practices
⌨️ (0:30:46) Zero shot and few shot prompts
⌨️ (0:34:32) AI hallucinations
⌨️ (0:36:09) Vectors/text embeddings
⌨️ (0:39:54) Recap

🎉 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 programming: https://freecodecamp.org/news

[READ MORE]

”

How to Create Neon Glowing Text in Adobe Premiere Pro CC (2023)

By AdobeMasters
Published: Sep 04, 2023

“
Check out my Premiere Pro Course: https://www.udemy.com/course/premiere-pro-course/?referralCode=AF659E18BEF06A7F4955

Today we are going to go over how to create neon text in Adobe Premiere Pro CC.

Get near unlimited stock footage and premiere pro templates: http://1.envato.market/c/1413971/298927/4662

Join the Community at: https://adobemasters.net/
Request a Tutorial at: https://adobemasters.net/request-a-tutorial/

If you want to learn more about the Adobe products. Here are a couple of cheap courses I learned from.
http://adobemasters.net/courses/

Subscribe to see more Adobe related content, videos every other day.

[READ MORE]

”

Is A.I. Good Enough to Create a Short Movie?!

By Cinecom.net
Published: Sep 01, 2023

“
(advertising @Lickd) Sign up to Lickd with my link for 14 days free stock music and 50% off your first mainstream chart track – https://go.lickd.co/cinecomv11 – Learn how to use ChatGPT 4, MidJourney 5, Runway and other A.I. tools to create an entire short movie in this tutorial video.

Checkout Topaz Video A.I.
â–º https://cinecom.info/TopazVideoAI

Checkout Topaz Photo A.I.
â–º https://cinecom.info/TopazPhotoAI

A.I. Tools mentioned in the video
â–º https://chat.openai.com/
â–º https://www.midjourney.com/
â–º https://runwayml.com/
â–º https://elevenlabs.io/

Midjourney Cheat Sheet
â–º https://docs.midjourney.com/docs/settings-and-presets

More A.I. Tutorials
â–º https://www.youtube.com/playlist?list=PLV0ZcSTi6tB4kNtOntNXRIUIO3YW1O-7Z

Read More
â–º https://www.cinecom.net/ai-tools/ai-made-short-movie/

👕 MERCH
â–º https://cinecom.net/merch

🎬 Check our Award Winning Courses
â–º https://cinecom.net/courses

💙 LETS CONNECT!
Instagram â–º http://cinecom.info/Instagram
Discord â–º http://discord.gg/Cinecom

💥 Download Unlimited Video Assets
â–º http://storyblocks.com/Cinecom

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#Cinecom #ShortMovie #Ai

[READ MORE]

”

MERN Stack Tutorial – Book Store Project

By freeCodeCamp.org
Published: Aug 31, 2023

“
Learn the MERN stack (MongoDB, Express, React, Node.js) in this crash course for beginners. Here are some of the topics you will learn about:
– Backend CRUD
– Backend Router
– CORS Policy
– MongoDB operations
– Frontend CRUD
– Frontend Router

💻 Code: https://github.com/mohammad-taheri1/Book-Store-MERN-Stack

✏️ Course developed by @DevEmpower

⭐️ Contents ⭐️
⌨️ (00:00) Intro
⌨️ (01:10) Create Node.js project from scratch
⌨️ (03:39) Create our first Http Route
⌨️ (06:01) Add MongoDB and mongoose to node js
⌨️ (08:52) Create Book model with mongoose
⌨️ (10:53) Save a new Book with mongoose
⌨️ (13:31) Get All Books with mongoose
⌨️ (15:08) Get One Book by id with mongoose
⌨️ (16:29) Update a Book with mongoose
⌨️ (18:36) Delete a book with mongoose
⌨️ (20:09) Refactor Node js with express router
⌨️ (22:23) CORS policy in Node js and Express js
⌨️ (25:21) Create React project, Vite, Tailwind CSS
⌨️ (27:41) SPA and Add react router dom
⌨️ (29:52) Show Books List in React
⌨️ (35:39) Show Book Details in React
⌨️ (39:02) Create Book in React
⌨️ (42:02) Edit Book in React
⌨️ (44:27) Delete Book in React
⌨️ (46:35) Show Books List as Card
⌨️ (52:30) Make Book Card a single component
⌨️ (54:08) Add Book Modal
⌨️ (58:06) Improve User Experience (UX) with beautiful alert
⌨️ (1:01:43) Outro

🎉 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 programming: https://freecodecamp.org/news

[READ MORE]

”

OWASP API Security Top 10 Course – Secure Your Web Apps

By freeCodeCamp.org
Published: Aug 30, 2023

“
Learn about the OWASP API Security Top 10, 2023 edition. In this crash course, you will learn about each security risk and learn techniques to fortify your APIs against potential threats. The course also covers key concepts that didn’t make it into the Top 10.

✏️ Course created by APIsec University and Corey Ball
Website: https://www.apisecuniversity.com
YouTube: https://www.youtube.com/@apisecu
Twitter: https://twitter.com/apisecu
LinkedIn: https://www.linkedin.com/company/apisec-university

⭐️ Contents ⭐️
Introduction
⌨️ (0:00:00) Welcome to APIsec University
⌨️ (0:01:46) Introduction to OWASP API Security and Beyond!
⌨️ (0:03:06) How the Course Works
⌨️ (0:05:16) Course Objectives

What is the OWASP API Security Top 10
⌨️ (0:06:38) What is OWASP
⌨️ (0:09:58) How is the Top 10 Compiled?
⌨️ (0:12:19) Mapped to External Sources
⌨️ (0:13:30) Updates to the OWASP API Security Top 10

The Top 10
⌨️ (0:19:38) API1:2023 – Broken Object Level Authorization
⌨️ (0:25:07) API2:2023 – Broken Authentication
⌨️ (0:32:23) API3:2023 – Broken Object Property Level Authorization
⌨️ (0:39:08) API4:2023 – Unrestricted Resource Consumption
⌨️ (0:42:54) API5:2023 – Broken Function Level Authorization
⌨️ (0:48:02) API6:2023 – Unrestricted Access to Sensitive Business Flows
⌨️ (0:51:48) API7:2023 – Server Side Request Forgery
⌨️ (0:56:49) API8:2023 – Security Misconfiguration
⌨️ (1:05:00) API9:2023 – Improper Inventory Management
⌨️ (1:11:22) API10:2023 – Unsafe Consumption of APIs

Beyond the Top 10
⌨️ (1:15:19) Injections
⌨️ (1:18:25) Insufficient Logging & Monitoring
⌨️ (1:20:38) Business Logic Flaws

🎉 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 programming: https://freecodecamp.org/news

[READ MORE]

”

Foundational C# with Microsoft – Free Course and Certification

By freeCodeCamp.org
Published: Aug 28, 2023

“
Learn how to earn a free C# certification! freeCodeCamp has teamed up with Microsoft up to bring you a new free professional certification: the Foundational C# Certification. The course is a text based course, not a video course. This professional certification includes 35 hours of text-based training and interactive coding challenges all from Microsoft, and also an online certification exam by freeCodeCamp. In this video, freeCodeCamp team member @GavinLon will preview the course, along with telling you everything you need to do to take this free course.

💻 Access the course and certification here: https://www.freecodecamp.org/learn/foundational-c-sharp-with-microsoft/

🔗 .NET Home Page: https://dotnet.microsoft.com/
🔗 Community Page: https://dotnet.microsoft.com/platform/community
🔗 Beginner Videos: https://dotnet.microsoft.com/learn/videos
🔗 MS Learn for .NET: https://learn.microsoft.com/training/dotnet/
🔗 Docs: https://learn.microsoft.com/dotnet/

⭐️ Contents ⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:05:09) Overview of how to acquire the Foundational C# with Microsoft Developer Certificate
⌨️ (0:09:34) In depth guide through Part1, Module1 (Write your first C# code)
⌨️ (0:48:42) Configure and Install Visual Studio Code and Install .NET 7 SDK
⌨️ (1:04:08) Code Example – if, else, else if statements in C#
⌨️ (1:10:43) Code Example -switch-case construct in C#
⌨️ (1:17:52) Code Example – write your first C# method
⌨️ (1:25:40) Gavin Lon takes the Foundational C# with Microsoft Developer Certification exam
⌨️ (1:27:46) Recommended content to continue your C# and .NET education upon finishing the certification
⌨️ (1:29:29) Conclusion

🎉 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 programming: https://freecodecamp.org/news

[READ MORE]

”

How to Create a Light Bloom Effect in Adobe Premiere Pro CC (2023)

By AdobeMasters
Published: Aug 28, 2023

“
Check out my Premiere Pro Course: https://www.udemy.com/course/premiere-pro-course/?referralCode=AF659E18BEF06A7F4955

Today we are going to go over how to create a light bloom effect in Adobe Premiere Pro CC.

Get near unlimited stock footage and premiere pro templates: http://1.envato.market/c/1413971/298927/4662

Join the Community at: https://adobemasters.net/
Request a Tutorial at: https://adobemasters.net/request-a-tutorial/

If you want to learn more about the Adobe products. Here are a couple of cheap courses I learned from.
http://adobemasters.net/courses/

Subscribe to see more Adobe related content, videos every other day.

[READ MORE]

”

Create a Large Language Model from Scratch with Python – Tutorial

By freeCodeCamp.org
Published: Aug 25, 2023

“
Learn how to build your own large language model, from scratch. This course goes into the data handling, math, and transformers behind large language models. You will use Python.

✏️ Course developed by @elliotarledge

💻 Code and course resources: https://github.com/Infatoshi/fcc-intro-to-llms

⭐️ Contents ⭐️
(0:00:00) Intro
(0:03:25) Install Libraries
(0:06:24) Pylzma build tools
(0:08:58) Jupyter Notebook
(0:12:11) Download wizard of oz
(0:14:51) Experimenting with text file
(0:17:58) Character-level tokenizer
(0:19:44) Types of tokenizers
(0:20:58) Tensors instead of Arrays
(0:22:37) Linear Algebra heads up
(0:23:29) Train and validation splits
(0:25:30) Premise of Bigram Model
(0:26:41) Inputs and Targets
(0:29:29) Inputs and Targets Implementation
(0:30:10) Batch size hyperparameter
(0:32:13) Switching from CPU to CUDA
(0:33:28) PyTorch Overview
(0:42:49) CPU vs GPU performance in PyTorch
(0:47:49) More PyTorch Functions
(1:06:03) Embedding Vectors
(1:11:33) Embedding Implementation
(1:13:06) Dot Product and Matrix Multiplication
(1:25:42) Matmul Implementation
(1:26:56) Int vs Float
(1:29:52) Recap and get_batch
(1:35:07) nnModule subclass
(1:37:05) Gradient Descent
(1:50:53) Logits and Reshaping
(1:59:28) Generate function and giving the model some context
(2:03:58) Logits Dimensionality
(2:05:17) Training loop + Optimizer + Zerograd explanation
(2:13:56) Optimizers Overview
(2:17:04) Applications of Optimizers
(2:18:11) Loss reporting + Train VS Eval mode
(2:32:54) Normalization Overview
(2:35:45) ReLU, Sigmoid, Tanh Activations
(2:45:15) Transformer and Self-Attention
(2:46:55) Transformer Architecture
(3:17:54) Building a GPT, not Transformer model
(3:19:46) Self-Attention Deep Dive
(3:25:05) GPT architecture
(3:27:07) Switching to Macbook
(3:31:42) Implementing Positional Encoding
(3:36:57) GPTLanguageModel initalization
(3:40:52) GPTLanguageModel forward pass
(3:46:56) Standard Deviation for model parameters
(4:00:50) Transformer Blocks
(4:04:54) FeedForward network
(4:07:53) Multi-head Attention
(4:12:49) Dot product attention
(4:19:43) Why we scale by 1/sqrt(dk)
(4:26:45) Sequential VS ModuleList Processing
(4:30:47) Overview Hyperparameters
(4:32:14) Fixing errors, refining
(4:34:01) Begin training
(4:35:46) OpenWebText download and Survey of LLMs paper
(4:37:56) How the dataloader/batch getter will have to change
(4:41:20) Extract corpus with winrar
(4:43:44) Python data extractor
(4:49:23) Adjusting for train and val splits
(4:57:55) Adding dataloader
(4:59:04) Training on OpenWebText
(5:02:22) Training works well, model loading/saving
(5:04:18) Pickling
(5:05:32) Fixing errors + GPU Memory in task manager
(5:14:05) Command line argument parsing
(5:18:11) Porting code to script
(5:22:04) Prompt: Completion feature + more errors
(5:24:23) nnModule inheritance + generation cropping
(5:27:54) Pretraining vs Finetuning
(5:33:07) R&D pointers
(5:44:38) Outro

🎉 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

—

Learn to code for free and get a developer job: https://www.freecodecamp.org

Read hundreds of articles on programming: https://freecodecamp.org/news

[READ MORE]

”

This EASY VFX Shot Will BLOW Your Mind!

By Cinecom.net
Published: Aug 25, 2023

“
(Advertising @Storyblocks) http://storyblocks.com/Cinecom – Learn how to create a realistic gun shot wound effect in this tutorial with the help of some practical tools and Adobe After Effects.

Download Unlimited Video Assets
â–º http://storyblocks.com/Cinecom

More After Effects Tutorials
â–º https://www.youtube.com/playlist?list=PLV0ZcSTi6tB7MAwC3qJUwxLdbbdZuHMS8

Get started with our After Effects for Beginners Course
â–º https://www.cinecom.net/courses/adobe-after-effects-beginners/

Read More
â–º https://www.cinecom.net/adobe-after-effects-tutorials/blow-your-mind-vfx

👕 MERCH
â–º https://cinecom.net/merch

🎬 Check our Award Winning Courses
â–º https://cinecom.net/courses

💙 LETS CONNECT!
Instagram â–º http://cinecom.info/Instagram
Discord â–º http://discord.gg/Cinecom

💥 Download Unlimited Video Assets
â–º http://storyblocks.com/Cinecom

#Cinecom #VisualEffects #StoryBlocks

[READ MORE]

”

Code a Google Drive Clone using Laravel and Vue.js – Complete Course

By freeCodeCamp.org
Published: Aug 21, 2023

“
Build and deploy a fully functional file manager application with Laravel, PHP, Inertial, and Vue.js. The application is similar to Google Drive.

Learn to implement functionalities such as:
– Creating folders at unlimited depth,
– Uploading files and folders,
– Deleting and Downloading files,
– Searching for files,
– Sharing files,
– Uploading files to AWS S3,
– Deploying the project on a custom domain.

✏️ Course developed by @TheCodeholic

💻 Code: https://github.com/thecodeholic/laravel-file-manager

⭐️ Contents ⭐️
⌨️ (0:00:00) Intro
⌨️ (0:00:29) Demo
⌨️ (0:08:13) Project Setup
⌨️ (0:14:21) Install Laravel Breeze
⌨️ (0:17:49) Email Verification
⌨️ (0:22:15) DB Overview, Models & Migrations
⌨️ (0:35:56) Explore Intertia Folder Structure
⌨️ (0:37:49) Authentication Layout
⌨️ (1:18:08) Define Main Routes
⌨️ (1:24:16) Create Root Folder On User Registration
⌨️ (1:30:34) Creating Folder
⌨️ (2:06:53) Save Folder Path
⌨️ (2:11:46) Show Files into table
⌨️ (2:26:07) Navigate into Second Level of Folders
⌨️ (2:34:18) Create Folders Inside Subfolder
⌨️ (2:37:01) Implement Breadcrumbs
⌨️ (2:46:44) Uploading Files
⌨️ (4:08:30) Show Human Readable File size
⌨️ (4:16:00) Show File Icons
⌨️ (4:27:56) Show File Progress
⌨️ (4:34:54) Display Error When File Already Exists
⌨️ (4:47:49) Implement Load More
⌨️ (5:11:42) Increase max_file_uploads
⌨️ (5:21:20) Deleting Files
⌨️ (6:23:48) Implement Downloading Files
⌨️ (7:04:32) Show Success Notifications
⌨️ (7:15:36) Implement Trash
⌨️ (8:00:03) Implement Favorites
⌨️ (9:18:23) Sharing Files to Others
⌨️ (10:05:16) Implement Shared With Me Page
⌨️ (10:26:49) Implement Shared By Me Page
⌨️ (10:50:23) Searching for Files
⌨️ (11:15:42) Connect to AWS S3
⌨️ (12:15:42) Download Files from S3
⌨️ (12:45:19) Project Deployment & Bug Fixing
⌨️ (13:40:18) Outro

🎉 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

—

Learn to code for free and get a developer job: https://www.freecodecamp.org

Read hundreds of articles on programming: https://freecodecamp.org/news

[READ MORE]

”