When you venture into machine learning one of the fundamental aspects of your learning would be to understand…
Word Mover’s Distance (WMD) is proposed fro distance measurement between 2 documents (or…
My personal notes from machine learning class. These notes will continue to be updated and improved as I…
Let’s imagine you have a bunch of text documents from your users and you want to get some insights from it. For example, you can have millions of reviews about some goods if you’re a marketplace. One more possible case is that everyday users create…
There are many great tutorials to get started with your deep learning career. However, you will learn the most…
Seq2seq model using Convolutional Neural Network
Introduction:
Seq2seq model maps variable input sequence to variable length output sequence using encoder -decoder that is typically implemented…
If you go to college, you probably have participated in at least a couple of student…
In my last post, I gave an overview of how fastText was implemented, and shed some light on the design decisions made. fastText’s primary innovation is enriching the word2vec model with subword information. We need not be limited to just learning on words though. fastText…
身處資料爆炸的年代，要學任何事物已經沒有學不到的問題，只有怎麼學才最有效最適合自己的問題。資料分析的話，網上也可以查到不少吸引眼球的內容，例如“3週學會數據分析”，或是“史上最全的數據分析學習資源”。
當然，我很感謝這些文章提供的內容，減少了搜尋成本，但不免也有遇到濫竽充數的情況。我認為能夠吸收內化才是自己的，貴精不貴多。因此這邊只推薦幾個自己學習過程中，真的覺很不錯的資源。
A rewarding close-up concatenated…
Light Bulb is a tool to help you label, train, test and deploy machine learning…
理論部分在 Day59 介紹過。今天來還債寫Code Study。
from keras.datasets…
Inspired by STEM-focused YouTuber carykh, Indian developer Jaison Saji has produced a deep network…
Believing that everyone who would read this piece has already heard of or used artificial intelligence in their…
Human progress follows a law that futurists call the Law of Accelerating Returns. It says that while the progress that humans achieve rises over time, the rate at which humans progress with respect to time, also increases. In simpler words, if one were to…
This article on Why Small Data is Important for Advancing AI is a joint…
In this post, we will learn how to work with text data in tf.eager. Our goal is very simple: Read a text file and convert each word to an integer.
The only thing worse than starting something and failing… is not starting something. — Seth Godin
bonjour les gars !So lets deal with some images now with the simplest way they could be and at the same time we will predict the new images given to our model also.
In this post we began exploring the effects of limiting vocabulary on a natural language task: sentiment analysis of movie reviews.
The sentiment analysis model is based on a neural architecture using two LSTM layers. Conceptually, the network reads in a…
Rovers are better than disease
It’s an important question as we plan our teams and the future of our companies.
One thing is clear. Machine learning and computers are changing sales.
If you are starting to learn data science or going to do a project in data science you must be confused which language to choose among R, SAS, Python, etc. All of these languages have their pros and cons. Here I will be sharing my thoughts on why R is an ideal programming language for…
