Learn TOML in 10 Minutes (Tutorial)

Learn Python from scratch and start building real AI applications. This is the fastest, beginner-friendly course Python for AI development. 📕 Course Handbook: https://go.datalumina.com/cm5P6b6 📥 Course Resources: https://go.datalumina.com/M2YfRW3 👊🏻 Let's connect on IG: https://www.instagram.com/daveebbelaar/ 🎙️ Try Glaido, the #1 dictation tool for developers: https://get.glaido.com/dave ⏱️ Timestamps 00:00:00 Introduction: Learn Python for AI 00:01:42 Course Overview & Structure 00:03:58 Installing Python 00:04:05 Installing Python on Windows 00:05:10 Installing Python on Mac 00:06:53 Installing VS Code 00:08:34 Setting Up VS Code (Extensions) 00:12:08 Customizing VS Code 00:13:31 Creating Your First Project 00:16:18 Creating a VS Code Workspace 00:18:02 Your First Python File (hello.py) 00:20:10 Running Python Code 00:26:23 Exercise & Recap 00:29:26 Course Resources & Community 00:31:07 Understanding Python Environments 00:33:15 Understanding Python Packages & Pip 00:34:00 Creating Virtual Environments (venv) 00:37:34 A Note on Anaconda 00:38:32 Installing Python Packages (pip install) 00:42:51 Using Python Packages (Import) 00:44:29 Interactive Python with Jupyter 00:48:30 Full Setup Recap & Exercise 00:51:36 What is Programming? 00:55:19 Understanding Python Syntax & PEP8 00:58:00 Understanding & Debugging Errors 01:01:33 Variables 01:06:03 Comments 01:09:48 Data Types Introduction 01:10:12 Numbers (Integers & Floats) 01:13:36 Strings 01:19:39 String Formatting (F strings) 01:21:49 String Methods 01:26:35 Booleans 01:31:02 Operators (Arithmetic, Comparison, Logical) 01:39:19 Shortcut Assignments (+=) 01:40:24 Control Flow Introduction 01:41:35 Conditional Statements (if, elif, else) 01:47:11 Loops (For Loops & range()) 01:52:13 Data Structures Introduction 01:53:32 Lists 01:59:10 Dictionaries 02:00:23 Tuples 02:01:37 Sets 02:05:51 Functions (Defining & Calling) 02:15:02 Function Parameters & Arguments 02:22:42 Global vs Local Variable Scope 02:28:50 Returning Values from Functions 02:37:37 External Tools (Modules, Packages) 02:40:48 Importing Modules & Built ins 02:47:56 Import Methods Summary 02:48:48 Installing Packages & requirements.txt 02:56:04 Working with APIs (Requests Example) 03:06:20 Working with Data Example (Pandas & Matplotlib) 03:10:46 Reading & Saving Data Files 03:14:50 Practical Python Introduction 03:16:47 Project Structure & Organization 03:22:02 Understanding File Paths 03:26:37 Working with Different File Types 03:34:05 Organizing Code into Modules 03:39:39 Error Handling (Try/Except) 03:45:31 Introduction to Classes (OOP) 03:49:09 Creating Your First Class (__init__, self) 03:57:04 Class Attributes vs Instances 04:00:10 Class Methods 04:05:23 Class Inheritance 04:07:32 When to Use Classes vs Functions 04:09:44 Introduction to Git & GitHub 04:12:31 Git Fundamentals 04:15:41 Installing Git 04:16:46 Basic Git Workflow 04:18:41 GitHub Account Setup & Authentication 04:22:37 Cloning GitHub Repositories 04:28:12 Creating Repositories & .gitignore 04:36:12 Using Git with VS Code UI 04:44:05 Environment Variables & Secrets (.env) 04:52:13 Using python dotenv Package 04:55:03 Introduction to Ruff (Linter & Formatter) 04:56:13 Setting Up Ruff in VS Code 04:57:23 Ruff in Action 05:01:10 Introduction to Uv (Modern Package Manager) 05:02:07 Installing Uv 05:02:30 Using Uv (uv init, add, sync) 05:09:01 Complete Python Project Workflow Exercise 05:11:13 Course Wrap up & What's Next 👋🏻 About Me Hi! I'm Dave, AI Engineer and founder of Datalumina®. On this channel, I share practical tutorials that teach developers how to build production-ready AI systems that actually work in the real world. Beyond these tutorials, I also help people start successful freelancing careers. Check out the links above to learn more!

This is a full tutorial on learning Golang! From start to finish in less than an hour, including a full demo of how to build an api in Go. No fluff, just what you need to know. 0:00 Introduction to Golang 6:25 Constants Variables and Basic Data Types 13:14 Functions and Control Structures 19:30 Arrays, Slices, Maps and Loops 26:36 Strings, Runes and Bytes 31:06 Structs and Interfaces 35:18 Pointers 40:06 Goroutines 47:10 Channels 52:56 Generics 55:47 Building an API!

Ready to build complete production systems? Grab your DevOps Roadmap PDF to see the full tech stack that powers scalable applications → https://bit.ly/4nnNecZ This is the ONLY Kafka Tutorial You Need - It covers a hands-on project with Python and Docker. ▬▬▬▬▬▬ Thanks JetBrains for making this video possible! 🙌 ▬▬▬▬▬▬ ► To follow along, download PyCharm here: https://www.jetbrains.com/pycharm/download ► You get 1 month free of PyCharm PRO In this video we dive into Apache Kafka. First by understanding conceptually what Kafka is, and WHY Kafka was developed, to solve what problems exactly and then get hands-on with a simple but realistic demo project, where we will build a python application that uses Kafka for a simple use case. It will be a step by step guide, to make sure you can follow smoothly and understand every step clearly. ▬▬▬▬▬▬ R E S O U R C E S 🔗 ▬▬▬▬▬▬ ► Git Repo: https://gitlab.com/twn-youtube/kafka-crash-course ► Official Docs: https://docs.confluent.io/kafka/introduction.html ▬▬▬▬▬▬ PRE-REQUISITES 🔗 ▬▬▬▬▬▬ ► Python Full Course for Beginners https://youtu.be/t8pPdKYpowI ► Docker in 1 Hour: https://youtu.be/pg19Z8LL06w ► Docker Compose Tutorial: https://youtu.be/SXwC9fSwct8 ► Kafka explained: https://youtu.be/QkdkLdMBuL0 ▬▬▬▬▬▬ T I M E S T A M P S ⏰ ▬▬▬▬▬▬ 00:00 - Intro 00:40 - What is Kafka? Why Kafka? 05:32 - How Kafka achieves scalable performance 07:20 - Kafka vs Other Message Brokers 08:20 - Kafka Demo Overview 10:13 - Setup Python Project 13:03 - Run Kafka with Docker Compose 27:43 - Write and Run a Kafka Producer 44:12 - Using Kafka CLI 48:44 - Write and Run a Kafka Consumer 01:01:05 - Test the Whole Flow & Gracefully Shut Down ▬▬▬▬▬▬ Connect with me 👋 ▬▬▬▬▬▬ INSTAGRAM ► https://bit.ly/2F3LXYJ TWITTER ► https://bit.ly/3i54PUB LINKEDIN ► https://bit.ly/3hWOLVT

Learn Python from scratch in this complete 13-hour course designed for beginners who want to build real programming confidence. Want More? 👇 - *Python Handbook* (sketches, notes, code) https://academy.datawithbaraa.com/l/digital_download/998313/the-python-handbook - *Full Package* (projects, quizzes, structure, certificate) https://www.datawithbaraa.com/course/the-ultimate-python-mastery - *Subscribe* for more Free Data content: https://www.youtube.com/channel/UC8_RSKwbU1OmZWNEoLV1tQg?sub_confirmation=1 - More *Details* and all *Links* https://www.datawithbaraa.com/wiki/python *🏆 DATA ACADEMY* - *SQL* https://www.datawithbaraa.com/course/sql-full-course-for-beginners - *Tableau* https://www.datawithbaraa.com/course/tableau-ultimate-full-course-for-beginners *🎓UDEMY* - *Python* https://www.udemy.com/course/the-complete-python-bootcamp-13hours-go-from-zero-to-hero/?referralCode=776491A4119FF8AF41CA - *SQL* https://www.udemy.com/course/the-complete-sql-bootcamp-30-hours-go-from-zero-to-hero/?referralCode=D20781228C2EB8B98339 - *Tableau* https://www.udemy.com/course/the-tableau-ultimate-course-from-zero-to-hero/?referralCode=6544726FDC491A6B25EC ━━━━━ *CONNECT WITH ME* 📬 Newsletter https://www.blog.datawithbaraa.com 👨‍💻 LinkedIn https://www.linkedin.com/in/baraa-khatib-salkini/ 📸 Instagram https://www.instagram.com/datawithbaraa/ 🎥 TikTok https://www.tiktok.com/@datawithbaraa 🌍 Website https://datawithbaraa.com/ 💬 Discord https://discord.gg/gsVJbMxKcA 🧭 Notion Roadmaps https://www.notion.com/@datawithbaraa ⭐ Favorite Books/Gear https://candle-gosling-511.notion.site/My-Favorite-Books-Gear-Apps-28334b251f1281e58a52cf7aa594e0e9?source=copy_link 📩 Sponsorships baraa@datawithbaraa.com ━━━━━ *Get 25%* OFF DataCamp's Here https://datacamp.pxf.io/bOEe66 ━━━━━ *MY FREE COURSES* - *SQL* https://youtu.be/SSKVgrwhzus - *Python* https://youtu.be/Rq5gJVxz55Q - *Tableau* https://youtu.be/UcGF09Awm4Y - *Databricks* https://www.youtube.com/playlist?list=PLNcg_FV9n7qZoxVkw-KPhcmgLWjHWVUc9 - *Power BI* https://www.youtube.com/playlist?list=PLNcg_FV9n7qZge4KDGqGtqgiuVuhVZWzu - *Data Projects* https://www.youtube.com/playlist?list=PLNcg_FV9n7qZ4Ym8ZriYT6WF8TaC2e_R7 - *Data Careers* https://www.youtube.com/playlist?list=PLNcg_FV9n7qah95jp-aPtysu7kFCbg7hd ━━━━━ 📖 TABLE OF CONTENT 00:00 Python Course Introduction 02:07 Python Learning Roadmap *CHAPTER 1 — Python Fundamentals* 05:55 What Is Python & How It Works 12:48 Installing Python 26:11 Comments & print() 26:11 Comments & print() 52:01 Variables 01:05:39 User input() 01:14:25 Python Data Types *CHAPTER 2 — Python Strings* 01:46:54 String Basics & Transformations 02:16:56 Indexing & Slicing 02:39:04 Search, Validation & Case Conversion *CHAPTER 3 — Python Numbers* 02:59:31 Integer & Float, Types, Math 03:11:33 Rounding, Random, Validation *CHAPTER 4 — Python Logic & Operators* 03:28:04 Boolean Values 03:42:33 Comparison & Logical Operators 04:06:13 Membership & Identity Operators *CHAPTER 5 — Python Conditional Statements* 04:19:19 If, Else, Elif 04:40:34 Nested & Advanced Conditions 04:57:33 Inline If & Match Case *CHAPTER 6 — Python Loops* 05:24:56 For Loops 05:47:57 Break, Continue, Pass 06:18:39 For-Else & Nested Loops 06:40:52 While Loops *CHAPTER 7 — Python Data Structures* 07:10:04 Lists Overview 07:19:40 Creating & Accessing Lists 07:48:08 Unpacking & Analyzing 08:19:18 Add, Remove & Update 08:41:46 Sorting & Combining 09:18:29 Iterables & Filtering 09:41:38 Lambda & List Comprehension 10:12:01 Tuples 10:19:59 Sets 10:38:12 Dictionaries *CHAPTER 8 — Python Functions* 11:09:45 Functions Introduction 11:28:12 Function Parameters & Return 12:20:31 Types of Python Functions 12:46:09 Writing Clean Functions This course is perfect for data analysts, data engineers, data scientists, ai engineering, developers, and students — covering everything from Python fundamentals to advanced real-world applications. #python #learnpython #ai #dataanalytics #datascience #coding

Become the software engineer AI can't replace. 😳 👉 Join Amigoscode Academy: https://skool.com/amigoscode-academy Members hired at Apple, Amazon & Just Eat. In this linux tutorial you will learn what is linux, the linux operating system, linux commands and be on your way to master linux. Whether you're a beginner eager to learn Linux or an enthusiast looking to enhance your skills, this Linux course is designed for you! Full Course Here - https://amigoscode.com/courses/linux Use Coupon: 20_LINUX Don't Forget to =========================================== 💯 Subscribe to Amigoscode - http://bit.ly/2HpF5V8 💯 Courses Available for free here - https://amigoscode.com/courses 💯 Join Private Facebook Group and Discord - https://amigoscode.com/p/join-community ⭐ Timestamps ⭐ =========================================== 00:00 - Welcome 00:50 - Intro to Linux 03:59 - Coupon Code 04:42 - Windows and Mac Users Attention 05:46 - UTM 07:21 - Download Ubuntu 10:27 - Create Virtual Machine 13:12 - Installing Ubuntu 18:23 - Ubuntu Server in Action 20:49 - Ubuntu Desktop 25:47 - Configuring Ubuntu Desktop 31:01 - Virtual Box Installation 32:32 - Download Ubuntu Desktop 34:43 - Ubuntu Desktop Installation 39:20 - Virtual Box Guest Additions 49:45 - Exploring Settings 55:18 - What is the Terminal 01:00:32- Other Terminals 01:02:45 - Integrated Terminals 01:04:28 - Intro - Shell 01:05:09 - What is the Shell 01:08:25 - Avaliable and Default Shell 01:11:54 - ZSH (Z Shell) and Installation 01:15:14 - Switch Between Shells 01:21:38 - Set ZSH as default shell 01:25:08 - Oh My ZSH 01:29:25 - zshrc 01:37:14 - What is a Command 01:39:37 - Command in Action with ls 01:49:47 - Understanding the Linux File System 01:53:48 - Exploring Root 01:57:07 - Navigating around with CD 02:00:56 - Intro to Working With Files 02:02:28 - touch and echo 02:06:02 - mkdir rmdir and rm 02:11:24 - Intro to Users and Groups 02:13:26 - Sudo Command 02:17:15 - Intro to File Permissions 02:18:50 - Understanding ls -l Output 02:23:09 - File Permissions Outro 02:23:44 - Introduction to Shell Scripting 02:26:13 - Your first Script 02:27:47 - Shebang 02:31:34 - Run Scripts from Anywhere 02:34:32 - Comments 02:40:04 - Variables 02:43:57 - Parameters 02:47:35 - Crash Course Outro ► Recommended Books =========================================== - Clean Code - https://amzn.to/2UGDPlX - HTTP: The Definitive Guide - https://amzn.to/2JDVi8s - Clean Architecture - https://amzn.to/2xOBNXW #linux #linuxtutorial #linuxforbeginners

Become the software engineer AI can't replace. 😳 👉 Join Amigoscode Academy: https://skool.com/amigoscode-academy Members hired at Apple, Amazon & Just Eat. SQL is one of the most easy yet powerful programming languages. In SQL tutorial you will learn SQL in 4 hours and cover important SQL concepts. In this tutorial you will will learn about PostgreSQL and everything you need to know to get you started with databases. Full SQL and Database Courses can be found below 1 ► https://amigoscode.com/p/sql 2 ► https://amigoscode.com/p/database-design 3 ► https://amigoscode.com/p/advanced-databases Exercise Files - https://github.com/amigoscode/sql-postgres-course 🙊 Subscribe to Amigoscode - http://bit.ly/2HpF5V8 ► Courses Available for free here - https://amigoscode.com/courses ► Join Private Facebook Group - https://www.facebook.com/groups/456035171490753/ ► Join Discord - https://bit.ly/2wL029v ⭐ Table Of Contents ⭐ 00:00 - Intro 02:30 - Quick Word Before we begin 03:25 - What is Database 07:18 - What is SQL 08:48 - SQL Example 12:33 - Postgres 15:05 - Install Postgres (MAC OS) 18:43 - Setup Postgres (MAC OS) 22:31 - Install Postgres (Windows 25:51 - PSQL (Windows) 30:55 - Learn SQL the right way 32:18 - Create Database 35:46 - Connecting to Databases 40:24 - Create Table Syntax + Datatypes 44:36 - Create Table Without Constraints 48:12 - Create Table With Constraints 54:56 - Insert Data 58:16 - Insert Into 1:01:47 - SELECT FROM 1:04:38 - Adding Data 1:14:39 - Sorting 1:19:22 - Removing Duplicates 1:21:30 - WHERE clause 1:25:00 - Comparison Operators 1:29:06 - LIMIT OFFSET and FETCH 1:32:24 - IN 1:35:28 - BETWEEN 1:37:30 - LIKE 1:42:55 - GROUP BY 1:46:30 - HAVING 1:52:04 - Car Table 1:55:45 - MIN MAX & AVG 1:59:53 - SUM 2:02:03 - Arithmetic Operators 2:06:14 - Working with Arithmetic Operators 2:10:01 - Alias 2:12:48 - Coalesce 2:16:34 - NULLIF 2:20:39 - Timestamps & Dates 2:20:39 - Adding & Subtracting Dates 2:26:36 - Extracting Fields From Dates 2:28:27 - Age Function 2:30:11 - Primary Keys 2:32:16 - Primary Keys (Part 2) 2:37:30 - Adding Primary Keys Constraints 2:41:58 - Unique Constraints 2:30:11 - Primary Keys 2:50:00 - Check Constraints 2:55:30 - Deleting Records 3:02:25 - Updating Records 3:06:44 - On Conflict Do Nothing 3:11:57 - On Conflict Do Update 3:17:29 - Foreign Keys & Relationships 3:20:45 - Adding Foreign Keys 3:25:59 - Updating Foreign Keys 3:30:26 - Inner Joins 3:36:04 - Left Joins 3:41:49 - Deleting Foreign Keys 3:48:37 - Sequences 3:55:19 - Extensions 3:57:42 - UUID 4:04:12 - UUID in Action 4:14:47 - Exporting to CSV 4:18:02 - Next steps 4:20:00 - Database Design Course 🙊 Here are the goods for all my videos video: ► Recommended Books Clean Code - https://amzn.to/2UGDPlX HTTP: The Definitive Guide - https://amzn.to/2JDVi8s Clean Architecture - https://amzn.to/2xOBNXW ► Computer and Monitor New Apple MacBook Pro - https://amzn.to/3464Mmn Dell 27 INCH Ultrasharp U2719D Monitor - https://amzn.to/2xM3nW1 Double Arm Stand Desk Mount - https://amzn.to/3aYKKfs USB C Hub Multiport Adapter - https://amzn.to/2Jz7NlL ► Camera Gear Sony ILCE7M3B Full Frame Mirrorless Camera - https://amzn.to/346QIJn Sigma 16 mm F1.4 DC DN - https://amzn.to/2wbic3Q Sigma 33B965 30 mm F1.4 DC DC - https://amzn.to/39G37Fd Awesome Screen Saver - https://github.com/JohnCoates/Aerial IDE I use for coding - Iterm - VsCode - GoLand - IntelliJ - Sublime 💯 You can also follow me here: ► Don't forget to subscribe | http://bit.ly/2HpF5V8 ► Join Closed Facebook Group for discussion and early access videos and courses | http://bit.ly/2FbuIkx ► Follow me on Instagram | http://bit.ly/2TSkA9w ► Join Discord - https://bit.ly/2wL029v ❤️ Thanks for watching