| AI Knowledge | My Notion Site | Status |
|---|---|---|
| PyTorch | Notebook for PyTorch | 🚀 |
| Algorithms and Data Structures | Notebook for this title | 🚀 |
| Sciki-learn | ⏭🔧 | |
| Pandas | ⭐ | |
| OpenCV | 👍 | |
| Python Pillow | 👍 | |
| Docker | ❌ | |
| YOLO | ❌ | |
| R | ❌ | |
| Tensorflor 2.0 Keras | ❌ |
| Web-backend | My Projects | Status |
|---|---|---|
| Python APIs | Backend | 👍 | |
| Database | 👍 |
| Channel | Description | Link | Language | Status |
|---|---|---|---|---|
| FreeCodeCamp.org | 25 hours | PyTorch for Deep Learning & Machine Learning – Full Course | English | ✅ |
| AssemblyAI | 50 min | PyTorch Crash Course - Getting Started with Deep Learning | English | ✅ |
| Pytorch.org | documentations | Tutorial from pytorch.org | English | 👍 |
| Pytorch.org | PyTorch API | Research Python API on PyTorch | English | 👍 |
| AssemblyAI | Serial lession | Pytorch Tutorial | English | 🫰 |
| Patrick Loeber | 4:35 hours | Deep Learning With PyTorch - Full Course | English | 🫰 |
| Channel | Description | Link | Language | Status |
|---|---|---|---|---|
| FreeCodeCamp.org | 12:30 hours | Data Structures and Algorithms in Python - Full Course for Beginners | English | ⏳ |
| FreeCodeCamp.org | 2 hours | Algorithms in Python – Full Course for Beginners | English | ❌ |
| FreeCodeCamp.org | 5:22 hours | Algorithms and Data Structures Tutorial - Full Course for Beginners | English | ❌ |
| Channel | Description | Link | Language | Status |
|---|---|---|---|---|
| FreeCodeCamp.org | 18 hours - 7 months ago | Machine Learning with Python and Scikit-Learn – Full Course | English | ⏳ |
| FreeCodeCamp.org | 2 hours - 3 years ago | Scikit-learn Crash Course - Machine Learning Library for Python | English | ❌ |
| Channel | Description | Link | Language | Status |
|---|---|---|---|---|
| FreeCodeCamp | Data analysis ~ 10 hours | Data Analysis with Python Course - Numpy, Pandas, Data Visualization | English | ❌ |
| FreeCodeCamp.org | 5 hours | Pandas & Python for Data Analysis by Example – Full Course for Beginners | English | ❌ |
| FreeCodeCamp.org | 4:30 hours | Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn) | English | ❌ |
| Channel | Description | Link | Language | Status |
|---|---|---|---|---|
| Computer vision engineer | 3:10 hours | OpenCV tutorial for beginners | FULL COURSE in 3 hours with Python | English | ❌ |
| Channel | Description | Link | Language | Status |
|---|---|---|---|---|
| pillow.readthedocs.io | Pillow documentation | All of framework Pillow in here | English | ❌ |
| Channel | Description | Link | Language | Status |
|---|---|---|---|---|
| DevOps Directive | 4:44 hours | Complete Docker Course - From BEGINNER to PRO! (Learn Containers) | English | ❌ |
| Mì AI | 1 hour | Tìm hiểu các thao tác cơ bản với Docker - Mì AI | Vietnamese | ❌ |
| FullstacKAGE | 16 min | Hướng dẫn sử dụng Docker Compose (Dev/Test sử dụng Docker) | Vietnamese | ❌ |
| Channel | Description | Link | Language | Project | Status |
|---|---|---|---|---|---|
| Code In a Jiffy | 4:30 hours | Build an AI/ML Football Analysis system with YOLO, OpenCV, and Python | English | HODUCVU/Football-Analysis-with-YOLO | ✅ |
| Code In a Jiffy | 4:41 hours | Build an AI/ML Tennis Analysis system with YOLO, PyTorch, and Key Point Extraction | English | ❌ |
| Channel | Description | Link | Language | Status |
|---|---|---|---|---|
| FreeCodeCamp.org | 2:10 hours | R Programming Tutorial - Learn the Basics of Statistical Computing | English | ❌ |
| Great Learning | 2:20 hours | R Language For Beginners In Hindi | R Tutorial | Learn R Programming In 2 Hours | Great Learning | English | ❌ |
| Rajendra Choure | 30 min | Learn to plot Data Using R and GGplot2: Import, manipulate , graph and customize the plot, graph | English | ❌ |
| R Programming 101 | 30 min | ggplot for plots and graphs. An introduction to data visualization using R programming | English | ❌ |
| Channel | Description | Link | Language | Status |
|---|---|---|---|---|
| codebasics | Serial Lession | Deep Learning With Tensorflow 2.0, Keras and Python | English | ❌ |
| Channel | Description | Link | Language | Status |
|---|---|---|---|---|
| FreeCodeCamp | Learn through project ~ 10 hours | Learn Python Backend Development by Building 3 Projects [Full Course] | English | 👍 |
| FreeCodeCamp | Basic ~ 19 hours | Python API Development - Comprehensive Course for Beginners | English | 🤯 |
| FreeCodeCamp | Harvard CS50’s | Basic to Advance and How to connect all together ~ 14 hours (From Harvard university) | Harvard CS50’s Web Programming with Python and JavaScript – Full University Course | English | 👍 How exciting hhaaa. |
| FreeCodeCamp | Learn Django ~ 18 hours and 30 minutes | Django For Everybody - Full Python University Course) | English | ❌ |
| FreeCodeCamp | Learn Django ~ 10 hours | Python Backend Web Development Course (with Django) | English | ❌ |
| Tech With Tim | Connect to front-end (React) ~ 2.22 hours | Django & React Web App Tutorial - Authentication, Databases, Deployment & More... | English | ❌ |
| FreeCodeCamp | ≈ 4 hours | API integration Course – Modern Python with FastAPI | English | ❌ |
| Channel | Description | Link | Language | Status |
|---|---|---|---|---|
| FreeCodeCamp | ~ 20 hours | Begin with this (All of data analysis for beginner (include python pandas...) | Data Analyst Bootcamp for Beginners (SQL, Tableau, Power BI, Python, Excel, Pandas, Projects, more) | English |  |
| FreeCodeCamp | ~ 25 hours (include 2 parts) | Learn detail about various database tools | Database Systems - Cornell University Course (SQL, NoSQL, Large-Scale Data Analysis) | English | 👍 |
| FreeCodeCamp | ~ 11 hours | I think this course research so detail about SQL (if you just want to focus only SQL, well, begin with this course) | Intuitive SQL For Data Analytics - Tutorial | English | 🔰 |
| FreeCodeCamp | ~ 1 hour | The ways to deploy a web or app | How to Deploy a Web App Using Multiple Methods (Azure, Render, MongoDB Atlas, Koyeb, and more ) | English | 🤯 |
| channel | Description | Link | Language |
|---|---|---|---|
| FreeCodeCamp.org | How to using vector database | Vector Search RAG Tutorial – Combine Your Data with LLMs with Advanced Search | English |
| FreeCodeCamp.org | Advance for Python (in 5:55:55 hours) | Intermediate Python Programming Course | English |
| Dave Ebbelaar | Set up Environment (just easy) | How to Set up VS Code for Data Science & AI | English |
| Việt Nguyễn AI | I think this video is good to begin your journey | Full lộ trình để trở thành 1 AI engineer | Vietnamese |
| AICodeKing | Know more about tool for AI | LightningAI: STOP PAYING for Google's Colab with this NEW & FREE Alternative (Works with VSCode) | English |
| HoleTex | Learn more about GitHub | Github Actions - CI/CD | Vietnamese |
- How to Use LeetCode Effectively
- How I would learn Leetcode if I could start over
- Practice on Leetcode.com
- Introducing yourself in English VyVocab
- Interview Questions and Answers! (How to PASS a JOB INTERVIEW!)
- How to Land a 100K/yr Tech Job - 10 Strategies
- Machine Learning Interview Questions and Answers | Machine Learning Interview Preparation | Edureka
- Software Engineering Job Interview – Full Mock Interview
- How I Got Good at Coding Interviews