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Machine learning
by
Kamolphan Lewprasert
Sudharshan Karthik
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Follow - 14
Machine Learning and Deep Learning Resources for Beginner
deeplearning
machinelearning
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Kamolphan Lewprasert
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Kamolphan Lewprasert
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134 links
23 blocks
published
6 years ago
updated
3 years ago
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Sudharshan Karthik
27
Machine learning
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CS7641
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machine learning
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deep learning
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intro
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5
Thai
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data science
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article
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notebooks
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9
tools
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10
bots & NLP
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11
data visualization
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12
dataset
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13
python
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scala
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statistics
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courses
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architecture
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Computer Vision
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Paper
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Reinforcement learning
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Interesting Clips
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22
People
0
23
Reading List
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15 more
CS7641
1
Udacity - Machine Learning
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2
ML Note by George Kudrayvtsev
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machine learning
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Pattern Recognition and Machine Learning
Favorite
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2
A complete daily plan for studying to become a machine learning engineer.
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3
Jupyter notebooks from the scikit-learn video series
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Make machines learn so that you don't have to program them; The ultimate list
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papers-we-love/papers-we-love
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5 Ways To Understand Machine Learning Algorithms (without math)
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awesome-machine-learning/books.md at master
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Machine learning textbook
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Abusing Generative Adversarial Networks to Make 8-bit Pixel Art
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Modern Machine Learning Algorithms
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Introduction to linear regression analysis
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Introduction to Machine Learning @ Berkley
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6 more
deep learning
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Learn TensorFlow and deep learning, without a Ph.D.
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Tensorflow for Deep Learning Research
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Free Deep Learning Book (MIT Press)
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4
The 9 Deep Learning Papers You Need To Know About (Understanding CNNs Part 3)
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Code companion to the O'Reilly "Fundamentals of Deep Learning" book
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Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
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Hacker's guide to Neural Networks
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Artificial Inteligence
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9
DeepSat – A Learning framework for Satellite Imagery
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Python implementation of an Adaptive neuro fuzzy inference system
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Convolutional Neural Networks for Visual Recognition (Spring 2017)
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Deep Learning (DLSS) and Reinforcement Learning (RLSS) Summer School, Montreal 2017
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6 more
intro
1
The discipline of Machine Learning
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Few useful things to know about Machine Learning
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Machine Learning Crash Course 1
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Machine Learning Crash Course 2
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Machine Learning Crash Course 3
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How to learn machine learning
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Machine Learning is Fun!. The world’s easiest introduction to…
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Machine Learning and AI Foundations
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AI, Deep Learning, and Machine Learning
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Thai
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More than 50+ collections of Thai Natural Language Processing libraries. Update daily.
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A Thai word tokenization library using Deep Neural Network
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Make Pad Thai From few-shot learning 😉
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[Pandas] บล็อกของ phyblas ;囧; いつか見えた空 ~ φυβλαςのブログ
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วิธีเขียนโค้ดดึงข้อมูลหุ้นไทย ด้วยภาษา Python (แจกโค้ดฟรี)
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Regression 32 Type (TH)
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AI Thai Book by Dr.Boonserm
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requesting and plotting data
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Deep Learning For Images
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Deepcut Thai word Segmentation @ NIDA
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DeepMind พัฒนา AI ที่ให้เหตุผลได้เหมือนมนุษย์
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7 ขั้นตอนในการเรียนรู้ Deep Learning สำหรับผู้เริ่มต้น
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4 more
data science
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Complete List of Data Science Resources
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Artificial Inteligence
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DAT4- General Assembly's Data Science course in Washington, DC
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DAT5 - General Assembly's Data Science course in Washington, DC
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Kaggle Blog
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Document Classification
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Machine Learning and Deep Learning
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Artificial Intelligence Tutorial
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Data Science Class Material @Harvard
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27 Top Videos, Tutorials & Courses on Machine Learning from 2016
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Data Science on Google Cloud Platform
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article
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Machine Learning in a Year
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The Hitchhiker’s Guide to Machine Learning in Python
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Real World Case Studies
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https://hackernoon.com/what-killed-the-curse-of-dimensionality-8dbfad265bbe
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“Predictive Learning” is the New Buzzword in Deep Learning
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notebooks
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Google Cloud Datalab samples and documentation
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Repository for materials/codes from Kording lab teaching 2016
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Repository for Kording lab teaching session by Titipat and friends
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My IPython notebooks.
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tools
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Data Scientist Workbench
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Interactive tools and developer experiences for Big Data on Google Cloud Platform.
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The easiest way to grab data out of a web page in Python
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bots & NLP
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Botkit is a toolkit for making bot applications
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2
Top Books on Natural Language Processing
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3
Deepcut Thai word Segmentation @ NIDA
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4
CMU Neural Nets for NLP 2017
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data visualization
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Data visualization best practices
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dataset
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Best Public Datasets
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fivethirtyeight/data
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AWS Public Data Set
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18 places to find data sets for data science projects
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/r/datasets
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Common Crawl on AWS
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7
BBC Datasets
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python
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Interactive Python 3 tutorial with 100+ exercises
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Python For Engineers
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Learn R, Python & Data Science Online
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Learn Python the Hard Way
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Python Tutorial for Beginners
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Pandas Data Exploration Cheat Sheet
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Learn Data Science
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Deep Learning in Python
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ReactDOM
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1 more
scala
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A (too) short introduction to Scala
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Scala School
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twitter/scala_school2
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Scala Tutorials
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Scala Tutorial
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Free Courses in Data Science, AI, Cloud Computing, Containers, Kubernetes, Blockchain and more.
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ReactDOM
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statistics
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Online Statistics Education
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Online Statistics Education (pdf)
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courses
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Machine Learning by Andrew Ng
Favorite
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Every single Machine Learning course on the internet, ranked by your reviews
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Machine Learning Engineer Nanodegree
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Machine Learning for Trading
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Convolutional Neural Networks for Visual Recognition (Spring 2017)
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YouTube
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Practical Deep Learning For Coders—18 hours of lessons for free
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ReactDOM
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CMU Neural Nets for NLP 2017
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1 more
architecture
1
All the Apache Streaming Projects
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Computer Vision
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Tag images into ElasticSearch
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How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)
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2D and 3D Face alignment library build using pytorch
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Skooldio สคูลดิโอ...สตูดิโอของคนอยากอัพสกิล
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Cardiac MRI Segmentation
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Building a Toy Detector with Tensorflow Object Detection API
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Paper
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Signature Verification using a "Siamese" Time Delay Neural Network
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Building High-level Features Using Large Scale Unsupervised Learning
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Towards Data Science
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Reinforcement learning
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Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
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Keon's Blog
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Demystifying Deep Reinforcement Learning
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Interesting Clips
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- YouTube
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How to Tell Artificial Intelligences What to Do
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Stock Market Prediction
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How we teach computers to understand pictures
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AI expert Andrew Ng says AI is the new electricity
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AI Creates 3D Models From Images
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People
1
Yann LeCun's Home Page
0
Reading List
1
Real World Case Studies
0
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