data-science-awesome-reference
Daftar referensi tautan-tautan berguna untuk mempelajari tentang Data Science, Machine Learning, dan lainnya. Reference list of useful links to learn about Data Science, Machine Learning and more.
https://github.com/azizp128/data-science-awesome-reference
Last synced: 5 days ago
JSON representation
-
MACHINE LEARNING
-
Unsupervised Learning
- Build, train and deploy state of the art models powered by the reference open source in natural language processing.
- Modern Deep Learning Techniques Applied to Natural Language Processing
- Standford CS224n: Natural Language Processing with Deep Learning
- Machine Learning and NLP for Students and Practitioners
- Recommendations for Getting Started with NLP
- CMU Multilingual NLP 2020
- How to use ML to search photos by natural language?
- Tracking Progress in Natural Language Processing
- NLP Best Practices
- A Survey of Surveys (NLP & ML)
- Machine Learning and NLP for Students and Practitioners
- CMU Multilingual NLP 2020
- How to use ML to search photos by natural language?
- The Big Bad NLP Database
-
Introduction
- Coursera : Machine Learning by AndrewNg
- Introduction to AI
- The Missing Semester of Your CS Education by MIT
- Introduction to Machine Learning by Google
- Machine Learning From Scratch
- Intro Data Science with Siuba
- Welcome to Introduction to Machine Learning for Coders! taught by Jeremy Howard
- Introduction to Machine Learning
- Create machine learning models by Microsoft
- Stanford CS 229 ― Machine Learning
- Coursera Machine Learning Foundations: A Case Study Approach
- Introduction to Data Science and Machine Learning
- Tabular Data by Machine Learning University
- Stat 451: Intro to Machine Learning (Fall 2020)
- FOUNDATIONS OF MACHINE LEARNING by Bloomberg
- Machine learning cheat sheet
- Coursera Machine Learning Foundations: A Case Study Approach
- Tabular Data by Machine Learning University
- Stat 451: Intro to Machine Learning (Fall 2020)
-
Deep Learning
-
Neural Networks
-
ML Projects
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- The Movies Dataset
- ML X ART creative machine learning experiments
- 10 ML Beginner Projects
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Guide to Awesome Machine Learning Projects
- ML ArtLine
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- 10 ML Beginner Projects
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
- Best open-access datasets for machine learning, data science, sentiment analysis, computer vision, natural language processing (NLP), clinical data, and others.
-
Supervised Learning
- Ten minutes to learn Linear regression for dummies!!!
- Statistics 101: Linear Regression, The Very Basics 📈
- Linear Regression Concept
- The Simple Linear Regression Explanation
- Machine Learning Decision Tree
- Classification with TensorFlow
- How to Get Started With Recommender Systems
- The Simple Linear Regression Explanation
- Ten minutes to learn Linear regression for dummies!!!
-
-
PROGRAMMING LANGUAGES
-
PYTHON
- Google's Python Class
- PYTHONINDO
- Coursera Algorithms Specialization
- Edabit Python Challenges
- Learning Python for Data Analysis and Visualization
- Python Getting Started
- Python Basics : Learn Python Programming
- BELAJARPYTHON
- FreeCodeCamp Introduction to Python for Everybody
- Python Basic Exercise for Beginners
- NumPy Illustrated: The Visual Guide to NumPy
- NumPy Illustrated: The Visual Guide to NumPy
- NumPy Illustrated: The Visual Guide to NumPy
- NumPy Illustrated: The Visual Guide to NumPy
-
ML With Python
- Introduction to TensorFlow
- Harvard CS109 Data Science
- Linear Regression in Python
- Coursera Statistics with Python Specialization
- Linear Regression for Absolute Beginners with Implementation in Python!
- Best-of Machine Learning with Python
- Machine Learning Crash Course
- Lectures of Linear Algebra with Python
- Harvard CS109 Data Science
-
-
MATHEMATICS
-
Additional
-
Statistics & Probability
-
Linear Algebra
-
Calculus
- EDX MathTrackX: Differential Calculus
- ML Glossary : Calculus
- Youtube Channel KALKULUS
- Mathematics for Machine Learning - Multivariate Calculus by Imperial College London
- The Matrix Calculus You Need For Deep Learning by Cornell University
- Mathematics for Machine Learning - Multivariate Calculus by Imperial College London
- Youtube Channel KALKULUS
-
-
Books
-
Additional
- The Hundred Page Machine Learning Book
- Ebook Programming Gratis by DeepTech
- Mathematics for Machine Learning Ebook Pdf
- ML / AI Books Recommendation
- Bayesian Books Recommendation
- Programming Recommendation Books
- Rekomendasi Buku Python Bahasa Indonesia by DeepTech Twitter
- Amazon Deep Learning for Coders with fastai and PyTorch: AI Applications Without a PhD
- The Hundred Page Machine Learning Book
- Mathematics for Machine Learning Ebook Pdf
- Amazon Deep Learning for Coders with fastai and PyTorch: AI Applications Without a PhD
-
-
Other References
-
Additional
- Course Recommendations for Introductory Machine Learning
- Kumpulan kuliah bagus di Stanford untuk menjadi data scientist yang sakti mandraguna
- 15 Trending Data Science GitHub Repositories you can not miss in 2017
- 10 Popular Data Science Resources on Github
- 50 FREE Artificial Intelligence, Computer Science, Engineering and Programming Courses from the Ivy League Universities
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- 10 Popular Data Science Resources on Github
- Homemade Machine Learning
- Path to a free self-taught education in Data Science! by Open Source Society University
- Github Data-Science-Resources
- Data Science Learning Path
- Github Data Science Collected Resources
- Machine Learning, Deep Learning, and Computer Vision References
- Github Data-Science-References
- Machine Learning, Deep Learning, and Computer Vision References
-
Programming Languages
Categories
Sub Categories
Keywords
machine-learning
15
deep-learning
11
python
8
data-science
7
artificial-intelligence
5
nlp
4
natural-language-processing
4
computer-vision
4
pytorch
3
data-visualization
3
data-analysis
3
cheatsheet
2
neural-network
2
awesome-list
2
scikit-learn
2
reinforcement-learning
2
tensorflow
2
machinelearning
2
papers
2
awesome
2
generative-art
1
azure-ml
1
portraits
1
movie-poster
1
nogan-training
1
nogan
1
best-practices
1
mlflow
1
natural-language
1
natural-language-inference
1
natural-language-understanding
1
nli
1
nlu
1
pretrained-models
1
sota
1
text
1
text-classification
1
transfomer
1
algorithms
1
bioinformatics
1
computational-biology
1
computational-physics
1
computer-architecture
1
computer-science
1
database-systems
1
databases
1
embedded-systems
1
quantum-computing
1
robotics
1
security
1