AI Engineering: A Realistic Roadmap for Beginners

Tech With Tim · Beginner ·🧠 Large Language Models ·10mo ago

Key Takeaways

The video provides a roadmap for beginners to learn AI engineering, covering core foundations, basic AI tools, AI frameworks, and advanced LLM skills using DataCamp's AI engineer for developers track and certification.

Original Description

Learn all the skills you need to succeed as an AI engineer in one place: DataCamp's AI engineer for developers track - https://datacamp.pxf.io/YRxELR AI Engineer for Developers Associate Certification - https://datacamp.pxf.io/mOB9NX Get 25% off your DataCamp subscription - https://datacamp.pxf.io/LKGAgZ If you want to break into AI engineering this video is for you. I break down all of the important skills you need to learn as an aspiring AI developer in a digestible, easy to follow format. Want to make real money with coding? I share high-signal insights on careers, monetization, and leverage in my free newsletter. Join here and get my guide How to Make Money With Coding instantly: https://techwithtim.net/newsletter ⏳ Timestamps ⏳ 00:00 | Overview 00:24 | What is AI Engineering? 02:05 | Core Foundation 04:13 | Basic AI Tools 05:33 | Learning this Practically 07:32 | AI Frameworks 09:47 | AI Projects to Build 11:02 | Advanced LLM Skills 13:44 | LLM Ops Hashtags #AIEngineer #AIAgents #DataCamp
Watch on YouTube ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Playlist

Uploads from Tech With Tim · Tech With Tim · 0 of 60

← Previous Next →
1 A* Path Finding Algorithm(Visualization)
A* Path Finding Algorithm(Visualization)
Tech With Tim
 2 Python Programming Tutorial #1 - Variables and Data Types
Python Programming Tutorial #1 - Variables and Data Types
Tech With Tim
 3 Python Programming Tutorial #2 - Basic Operators and Input
Python Programming Tutorial #2 - Basic Operators and Input
Tech With Tim
 4 Python Programming Tutorial #3 - Conditions
Python Programming Tutorial #3 - Conditions
Tech With Tim
 5 Python Programming Tutorial #4 - IF/ELIF/ELSE
Python Programming Tutorial #4 - IF/ELIF/ELSE
Tech With Tim
 6 Python Programming Tutorial #5 - Chained Conditionals and Nested Statements
Python Programming Tutorial #5 - Chained Conditionals and Nested Statements
Tech With Tim
 7 Python Programming Tutorial #6 - For Loops
Python Programming Tutorial #6 - For Loops
Tech With Tim
 8 Python Programming Tutorial #7 - While Loops
Python Programming Tutorial #7 - While Loops
Tech With Tim
 9 Python Programming Tutorial #8 - Lists and Tuples
Python Programming Tutorial #8 - Lists and Tuples
Tech With Tim
 10 Python Programming Tutorial #9 - Iteration by Item (For Loops Continued...)
Python Programming Tutorial #9 - Iteration by Item (For Loops Continued...)
Tech With Tim
 11 Python Programming Tutorial #10 - String Methods
Python Programming Tutorial #10 - String Methods
Tech With Tim
 12 How to Overclock a NVIDIA GPU
How to Overclock a NVIDIA GPU
Tech With Tim
 13 Python Programming Tutorial #11 - Slice Operator
Python Programming Tutorial #11 - Slice Operator
Tech With Tim
 14 Python Programming Tutorial #12 - Functions
Python Programming Tutorial #12 - Functions
Tech With Tim
 15 Python Programming Tutorial #13 - How to Read a Text File
Python Programming Tutorial #13 - How to Read a Text File
Tech With Tim
 16 Python Programming Tutorial #14 - Writing to a Text File
Python Programming Tutorial #14 - Writing to a Text File
Tech With Tim
 17 Python Programming Tutorial #15 - Using .count() and .find()
Python Programming Tutorial #15 - Using .count() and .find()
Tech With Tim
 18 Python Programming Tutorial #16 - Introduction to Modular Programming
Python Programming Tutorial #16 - Introduction to Modular Programming
Tech With Tim
 19 Python Programming Tutorial #17 - Optional Parameters
Python Programming Tutorial #17 - Optional Parameters
Tech With Tim
 20 Python Programming Tutorial #18 - Try and Except (Python Error Handling)
Python Programming Tutorial #18 - Try and Except (Python Error Handling)
Tech With Tim
 21 Python Programming Tutorial #19 - Global vs Local Variables
Python Programming Tutorial #19 - Global vs Local Variables
Tech With Tim
 22 Python Programming Tutorial #20 - Classes and Objects
Python Programming Tutorial #20 - Classes and Objects
Tech With Tim
 23 Cool VBS Script to Prank Your Friends!
Cool VBS Script to Prank Your Friends!
Tech With Tim
 24 How to Overclock an AMD GPU
How to Overclock an AMD GPU
Tech With Tim
 25 Best GPU'S For Mining Ethereum (2018)
Best GPU'S For Mining Ethereum (2018)
Tech With Tim
 26 Recursion and Memoization Tutorial Python
Recursion and Memoization Tutorial Python
Tech With Tim
 27 Ethereum Mining Rig - Hardware Guide
Ethereum Mining Rig - Hardware Guide
Tech With Tim
 28 Pygame Tutorial #1 - Basic Movement and Key Presses
Pygame Tutorial #1 - Basic Movement and Key Presses
Tech With Tim
 29 How to Install Pygame (Windows 8/10)
How to Install Pygame (Windows 8/10)
Tech With Tim
 30 How to Trade Your Cryptocurrency (Bitcoin, Ethereum etc.) For Cash!
How to Trade Your Cryptocurrency (Bitcoin, Ethereum etc.) For Cash!
Tech With Tim
 31 How to Mine Ethereum 2018 - WORKING (Super-Easy)
How to Mine Ethereum 2018 - WORKING (Super-Easy)
Tech With Tim
 32 Microphone Comparison - $10 Mic vs $150 Mic (Blue Yeti USB)
Microphone Comparison - $10 Mic vs $150 Mic (Blue Yeti USB)
Tech With Tim
 33 Pygame Tutorial #2 - Jumping and Boundaries
Pygame Tutorial #2 - Jumping and Boundaries
Tech With Tim
 34 Pygame Tutorial #3 - Character Animation & Sprites
Pygame Tutorial #3 - Character Animation & Sprites
Tech With Tim
 35 Pygame Tutorial #4 - Optimization & OOP
Pygame Tutorial #4 - Optimization & OOP
Tech With Tim
 36 OBS Studio Tutorial - Best OBS Settings
OBS Studio Tutorial - Best OBS Settings
Tech With Tim
 37 Linear Search Algorithm - Python Example and Code
Linear Search Algorithm - Python Example and Code
Tech With Tim
 38 Make Any Mic Sound AMAZING! (WITH OBS)
Make Any Mic Sound AMAZING! (WITH OBS)
Tech With Tim
 39 Binary Search Algorithm - Python Example & Code
Binary Search Algorithm - Python Example & Code
Tech With Tim
 40 Pygame Tutorial #5 - Projectiles
Pygame Tutorial #5 - Projectiles
Tech With Tim
 41 Pygame Game - Mini Golf
Pygame Game - Mini Golf
Tech With Tim
 42 Pygame Tutorial - Projectile Motion (Part 1)
Pygame Tutorial - Projectile Motion (Part 1)
Tech With Tim
 43 Pygame Tutorial - Projectile Motion (Part 2)
Pygame Tutorial - Projectile Motion (Part 2)
Tech With Tim
 44 Pygame Tutorial #6 - Enemies
Pygame Tutorial #6 - Enemies
Tech With Tim
 45 Pygame Tutorial #7 - Collision and Hit Boxes
Pygame Tutorial #7 - Collision and Hit Boxes
Tech With Tim
 46 Pygame Tutorial #8 - Scoring and Health Bars
Pygame Tutorial #8 - Scoring and Health Bars
Tech With Tim
 47 Cloud Mining vs. Hardware Mining - 2018
Cloud Mining vs. Hardware Mining - 2018
Tech With Tim
 48 How to Install Pygame on Mac OSX (Fast-Simple)
How to Install Pygame on Mac OSX (Fast-Simple)
Tech With Tim
 49 Pygame Tutorial #9 - Sound Effects, Music & More Collision
Pygame Tutorial #9 - Sound Effects, Music & More Collision
Tech With Tim
 50 Pygame Tutorial #10 - Finishing Touches & Next Steps
Pygame Tutorial #10 - Finishing Touches & Next Steps
Tech With Tim
 51 How to Fade Your Screen in Pygame [CODE IN DESCRIPTION]
How to Fade Your Screen in Pygame [CODE IN DESCRIPTION]
Tech With Tim
 52 How to Create a Button in Pygame [CODE IN DESCRIPTION]
How to Create a Button in Pygame [CODE IN DESCRIPTION]
Tech With Tim
 53 Pygame Side-Scroller Tutorial #1 - Scrolling Background/Character Movement
Pygame Side-Scroller Tutorial #1 - Scrolling Background/Character Movement
Tech With Tim
 54 Pygame Side-Scroller Tutorial #2 - Random Object Generation
Pygame Side-Scroller Tutorial #2 - Random Object Generation
Tech With Tim
 55 Pygame Side-Scroller Tutorial #3 - Collision
Pygame Side-Scroller Tutorial #3 - Collision
Tech With Tim
 56 Pygame Side-Scroller Tutorial #4 - Scoring and End Screen
Pygame Side-Scroller Tutorial #4 - Scoring and End Screen
Tech With Tim
 57 How to Create A Message Box in Python - Tkinter
How to Create A Message Box in Python - Tkinter
Tech With Tim
 58 Is Ethereum Mining Still Profitable - Is It Worth It (April 2018)
Is Ethereum Mining Still Profitable - Is It Worth It (April 2018)
Tech With Tim
 59 How to Run MAC OSX on a WINDOWS PC (Clover Boot-loader)
How to Run MAC OSX on a WINDOWS PC (Clover Boot-loader)
Tech With Tim
 60 Programming Problem #1 - Alphabet Soup (Beginner/Novice)
Programming Problem #1 - Alphabet Soup (Beginner/Novice)
Tech With Tim

This video provides a comprehensive roadmap for beginners to learn AI engineering, covering the essential skills and knowledge required to succeed in the field. It highlights the importance of core foundations, basic AI tools, AI frameworks, and advanced LLM skills. By following this roadmap, viewers can gain practical experience and build a strong foundation in AI engineering.

Key Takeaways
  1. Learn the core foundations of AI engineering
  2. Familiarize yourself with basic AI tools
  3. Explore AI frameworks and libraries
  4. Build AI projects to gain practical experience
  5. Develop advanced LLM skills
  6. Learn about LLM Ops and deployment
💡 A realistic roadmap for beginners in AI engineering should cover both the theoretical foundations and practical applications of AI, including LLM skills and deployment.

Related Reads

📰
I ran a 110B LLM on 16GB of RAM. Here's the equation that predicts any model's speed on your machine
Learn how to predict a large language model's speed on your machine using a simple equation, and discover how to run a 110B LLM on limited RAM
Dev.to · Federico Sciuca
 📰
A Fidelity-First Workflow for Editing GPT-Generated Text
Learn a fidelity-first workflow for editing GPT-generated text to improve its quality and readability
Dev.to · Bisrat
 📰
Never Let the Model Pick the Tenant ID: Securing an LLM Agent in Go
Secure your LLM agent by controlling tenant ID selection and implementing server-side identity, OAuth, and rate limits to prevent unauthorized access
Dev.to · Jules Robineau
 📰
The Research Assistant in the Room
Learn how to build a Research Assistant like Omnist in two weeks with a team of one, leveraging AI and ML concepts
Dev.to · Thomas Lee

Chapters (9)

| Overview
0:24 | What is AI Engineering?
2:05 | Core Foundation
4:13 | Basic AI Tools
5:33 | Learning this Practically
7:32 | AI Frameworks
9:47 | AI Projects to Build
11:02 | Advanced LLM Skills
13:44 | LLM Ops
Up next
5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Dave Ebbelaar (LLM Eng)
Watch →