How to become an AI Engineer in 2024 | Skills, learning resources, and project ideas.

Harshit Tyagi · Beginner ·🛡️ AI Safety & Ethics ·1y ago
Learning resource repo, don’t forget to star the repo: https://github.com/dswh/ai-engineer-roadmap Newsletter: Follow me for more AI & AI Engineering content: - LinkedIn: https://www.linkedin.com/in/tyagiharshit/ - X / Twitter: https://twitter.com/dswharshit - Join the Discord community for ideas, discussion, and more: https://discord.gg/rssxJV2Xkz [0:00] - Introduction [0:32] - Pre-requisites [2:58] - Roadmap revealed [3:10] - Beginner stage [5:42] - Intermediate stage [9:36] - Advanced stage [12:27] - Learning resources / Project ideas [14:20] - What to follow [14:50] - Up next!!
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Uploads from Harshit Tyagi · Harshit Tyagi · 47 of 60

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1 Your PATH to learning Data Science
Your PATH to learning Data Science
Harshit Tyagi
 2 Ideal Python environment setup for Data Science projects - Unix shell, Anaconda and Git.
Ideal Python environment setup for Data Science projects - Unix shell, Anaconda and Git.
Harshit Tyagi
 3 Building COVID-19 interactive dashboard from Jupyter Notebook | No frontend/backend coding required.
Building COVID-19 interactive dashboard from Jupyter Notebook | No frontend/backend coding required.
Harshit Tyagi
 4 Introduction to Jupyter Notebooks - Interface | Ipython Kernel | Sharing | GitHub
Introduction to Jupyter Notebooks - Interface | Ipython Kernel | Sharing | GitHub
Harshit Tyagi
 5 Python fundamentals for Data Science - Part 1 | Data types | Strings | Lists
Python fundamentals for Data Science - Part 1 | Data types | Strings | Lists
Harshit Tyagi
 6 Python fundamentals for Data Science - Part 2 Dictionaries | Conditionals | Loops | Functions
Python fundamentals for Data Science - Part 2 Dictionaries | Conditionals | Loops | Functions
Harshit Tyagi
 7 Python fundamentals for Data Science - Part 3 OOPS | Working with External Libraries & Modules
Python fundamentals for Data Science - Part 3 OOPS | Working with External Libraries & Modules
Harshit Tyagi
 8 NumPy Essentials for Data Science - part-1 | One Dimensional Array
NumPy Essentials for Data Science - part-1 | One Dimensional Array
Harshit Tyagi
 9 NumPy Essentials for Data Science - part-2 | Multi-Dimensional Array
NumPy Essentials for Data Science - part-2 | Multi-Dimensional Array
Harshit Tyagi
 10 Math For Data Science | Practical reasons to learn math for Machine/Deep Learning
Math For Data Science | Practical reasons to learn math for Machine/Deep Learning
Harshit Tyagi
 11 Linear Algebra Ep 1 | Introduction to Vectors, Matrices and Tensors using NumPy
Linear Algebra Ep 1 | Introduction to Vectors, Matrices and Tensors using NumPy
Harshit Tyagi
 12 Linear Algebra Ep 2 | Dot Product in Linear Algebra for Data Science
Linear Algebra Ep 2 | Dot Product in Linear Algebra for Data Science
Harshit Tyagi
 13 Python vs R | The BEST programming language for your Data Science Project
Python vs R | The BEST programming language for your Data Science Project
Harshit Tyagi
 14 Linear Algebra for Data Science Ep3 | Identity and Inverse Matrices | NumPy
Linear Algebra for Data Science Ep3 | Identity and Inverse Matrices | NumPy
Harshit Tyagi
 15 The Data Show Ep1 | Elucidating Data Science in Drug Discovery - A CTO's Account
The Data Show Ep1 | Elucidating Data Science in Drug Discovery - A CTO's Account
Harshit Tyagi
 16 Google Certified TensorFlow Developer | Learning Plan, Tips, FAQs & my Journey
Google Certified TensorFlow Developer | Learning Plan, Tips, FAQs & my Journey
Harshit Tyagi
 17 Speeding up your Data Analysis | Hacks & Libraries
Speeding up your Data Analysis | Hacks & Libraries
Harshit Tyagi
 18 How to build an Effective Data Science Portfolio
How to build an Effective Data Science Portfolio
Harshit Tyagi
 19 End-to-End Machine Learning Project Tutorial - Part 1
End-to-End Machine Learning Project Tutorial - Part 1
Harshit Tyagi
 20 Data Preparation with Sci-kit learn and Pandas | End-to-End ML Project Tutorial - Part 2
Data Preparation with Sci-kit learn and Pandas | End-to-End ML Project Tutorial - Part 2
Harshit Tyagi
 21 Training and Fine-Tuning ML Models with Sklearn | End-to-End ML Project Tutorial - Part 3
Training and Fine-Tuning ML Models with Sklearn | End-to-End ML Project Tutorial - Part 3
Harshit Tyagi
 22 Deploying a Trained ML model via Flask on Heroku | End-to-End ML Project Tutorial - Part 4
Deploying a Trained ML model via Flask on Heroku | End-to-End ML Project Tutorial - Part 4
Harshit Tyagi
 23 Three Decades of Practising Data Science | Interview with Dean Abbott
Three Decades of Practising Data Science | Interview with Dean Abbott
Harshit Tyagi
 24 Calculating Vector Norms - Linear Algebra for Data Science - IV
Calculating Vector Norms - Linear Algebra for Data Science - IV
Harshit Tyagi
 25 Ep1 - Getting Started | Zero to Hero in Computer Vision with TensorFlow
Ep1 - Getting Started | Zero to Hero in Computer Vision with TensorFlow
Harshit Tyagi
 26 Ep3 - Designing Data Experiments to enhance your Product | Rapido's Data Science Lead, Pramod N
Ep3 - Designing Data Experiments to enhance your Product | Rapido's Data Science Lead, Pramod N
Harshit Tyagi
 27 Building projects with fastai - From Model Training to Deployment
Building projects with fastai - From Model Training to Deployment
Harshit Tyagi
 28 October AI - Video Calling with One-Tenth of Internet Bandwidth
October AI - Video Calling with One-Tenth of Internet Bandwidth
Harshit Tyagi
 29 November AI - Breakthrough in biology after 50 years | Datasets, books, research papers and more...
November AI - Breakthrough in biology after 50 years | Datasets, books, research papers and more...
Harshit Tyagi
 30 Data Science learning roadmap for 2021
Data Science learning roadmap for 2021
Harshit Tyagi
 31 How to land your first freelancing project - 5-step process!
How to land your first freelancing project - 5-step process!
Harshit Tyagi
 32 Talk is cheap, BUILD - Microsoft Software Engineer | Interview with Abhirath Batra
Talk is cheap, BUILD - Microsoft Software Engineer | Interview with Abhirath Batra
Harshit Tyagi
 33 Building a Habit of Reading Research Papers | Ft. Anurag Ghosh(Microsoft Researcher)
Building a Habit of Reading Research Papers | Ft. Anurag Ghosh(Microsoft Researcher)
Harshit Tyagi
 34 Tableau vs Python - Building a COVID tracker dashboard
Tableau vs Python - Building a COVID tracker dashboard
Harshit Tyagi
 35 [Explained] What is MLOps | Getting started with ML Engineering
[Explained] What is MLOps | Getting started with ML Engineering
Harshit Tyagi
 36 Dmitry Petrov - Creator of DVC | ML Systems, Teams, Scaling challenges, and Learning Data Science
Dmitry Petrov - Creator of DVC | ML Systems, Teams, Scaling challenges, and Learning Data Science
Harshit Tyagi
 37 Five hard truths about building a career in Data Science
Five hard truths about building a career in Data Science
Harshit Tyagi
 38 Questions you should ask before starting an ML project
Questions you should ask before starting an ML project
Harshit Tyagi
 39 Computing gradients using TensorFlow | Training a Linear Regression model from scratch.
Computing gradients using TensorFlow | Training a Linear Regression model from scratch.
Harshit Tyagi
 40 Foundations for Data Science & ML - First steps for every beginner!
Foundations for Data Science & ML - First steps for every beginner!
Harshit Tyagi
 41 Course Outline - Foundations for Data Science & ML
Course Outline - Foundations for Data Science & ML
Harshit Tyagi
 42 How Machine Learning uses Linear Algebra to solve data problems
How Machine Learning uses Linear Algebra to solve data problems
Harshit Tyagi
 43 Calculus for ML - How much you should know to get started
Calculus for ML - How much you should know to get started
Harshit Tyagi
 44 Building a buzzing stocks news feed using NLP and Streamlit | Named Entity Recognition & Linking
Building a buzzing stocks news feed using NLP and Streamlit | Named Entity Recognition & Linking
Harshit Tyagi
 45 AI Engineer - The next big tech role!
AI Engineer - The next big tech role!
Harshit Tyagi
 46 AI researcher vs AI engineer | The next big tech role!
AI researcher vs AI engineer | The next big tech role!
Harshit Tyagi
 ▶ How to become an AI Engineer in 2024 | Skills, learning resources, and project ideas.
How to become an AI Engineer in 2024 | Skills, learning resources, and project ideas.
Harshit Tyagi
 48 Reviewing LLMs for content creation
Reviewing LLMs for content creation
Harshit Tyagi
 49 Building a chatGPT-like bot on WhatsApp #coding #chatgpt #engineering
Building a chatGPT-like bot on WhatsApp #coding #chatgpt #engineering
Harshit Tyagi
 50 High Signal AI - the most action-oriented newsletter on the web! #ai
High Signal AI - the most action-oriented newsletter on the web! #ai
Harshit Tyagi
 51 Building an AI-powered Discord Chatbot Locally for FREE using Ollama
Building an AI-powered Discord Chatbot Locally for FREE using Ollama
Harshit Tyagi
 52 Build a second brain with Khoj 🧠 #ai #obsidian #plugins #productivity #engineering #notes
Build a second brain with Khoj 🧠 #ai #obsidian #plugins #productivity #engineering #notes
Harshit Tyagi
 53 Summarising YouTube Videos using Ollama on Discord | Becoming an AI Engineer - Ep 2
Summarising YouTube Videos using Ollama on Discord | Becoming an AI Engineer - Ep 2
Harshit Tyagi
 54 Watch the full video on my channel - Roadmap to become an AI Engineer.
Watch the full video on my channel - Roadmap to become an AI Engineer.
Harshit Tyagi
 55 Mesop - Python-based UI framework from Google!
Mesop - Python-based UI framework from Google!
Harshit Tyagi
 56 How I automated my YouTube | Gumloop tutorial | No Code
How I automated my YouTube | Gumloop tutorial | No Code
Harshit Tyagi
 57 ARC PRIZE - Win $1Million to Beat the ARC-AGI benchmark
ARC PRIZE - Win $1Million to Beat the ARC-AGI benchmark
Harshit Tyagi
 58 Microsoft's Autogen vs CrewAI - tested on a diverse range of use cases
Microsoft's Autogen vs CrewAI - tested on a diverse range of use cases
Harshit Tyagi
 59 Claude #AI artifacts are just amazing!
Claude #AI artifacts are just amazing!
Harshit Tyagi
 60 OpenAI releases CriticGPT to correct GPT-4's mistakes | Read the paper with me
OpenAI releases CriticGPT to correct GPT-4's mistakes | Read the paper with me
Harshit Tyagi
The 3 Must-Know Keys to Meta Agency Success
Next Up
The 3 Must-Know Keys to Meta Agency Success
Professor Charley T