Links: Online demo Github repo…
I don’t know if you know this, but I came to know about it quite recently, and it saved me a from installing lot of redundant libraries again and again every-time.
Before seeing how Kalman works, let’s see why we use it in context of self driving cars.
Kalman filter helps with sensor data fusion and correctly identifying where a certain object is with respect to the car. This leads us to two more questions:
Time series data usually comes in the form of a timestamp and a measurement. The big question is: how to create more useful features to be able to use machine…
Botnet means an organized automated army of zombies which can be used for creating a DDoS attack as well as spammy…
There’s been considerable work done in transferring the “style” of a picture to…
To the untrained eye, Google Sheets is merely a bunch of rows and columns where numerical data is stored. But…
While it’s easy for us as humans to detect objects in our daily life without performing a scan of our surrounding, it’s painfully difficult for a machine to do so. There is a wide area of research to impart autonomous systems with such an ability.
Imagine we are presented with the following data-set:
It is probably a good idea to understand some basic concepts surrounding A.I. before furthering the talk. Artificial Intelligence discussions have had the tendency to…
18th of Mach 2018 it happened, autonomous car, with human driver, hit a person, who was killed. Immediately news was like terrorist news, “Uber killer robocar etc.” Then news started to be more reasonable, like “Even human driver could not have saved the over driven…
The Theano library is supposedly named after the…
In the last post, I mentioned two terms Prediction and Statistical Inference following a simple example. I also mentioned when…
The interplay of sentience and intelligence in humans has a lot to do with the self and the…
In this post I describe a set of questions that I found useful (or that I wish I had asked) when starting a new machine learning project that is meant to be used in a commercial product down the line.
Last week IBM hosted the Think 2018 conference in Las Vegas which is IBM’s flagship conference that combines previous conferences like InterConnect and World of Watson. Below is a list of announcements and news that I, as a developer, like most.
在 Reinforcement Learning 的作法中，會設計一個 software agent 進行觀察(observations)並採取行動(actions)，然後取得報酬(rewards)。這個 software agent 的目標是將預期的長期報酬最大化。
Policy Search
A year ago I decided to have a go at machine learning (ML). I saw an opportunity with customvision.ai which is a SaaS Microsoft ML platform.
On top of the ML algorithm I decided to build an app that would recognise fish species.
Skychain token sale is moving closer to reaching its soft-cap.Only ~700,000 (just 7%!) of SCKH tokens are available with a 25% discount.Buy Skychain tokens today for a better tomorrow!
What I have noticed in multiple competitions is that one-hot and dummy encoding is not very useful for tree based algorithms. Mostly label encoding suffices.
Since trees split using values instead of using the numeric values like Linear regression and DNN, so this makes intuitive sense.
What do you think?
Don’t know what bpost Future Lab is about? The Future Lab is a brand-new innovation department within bpost. You can read some more about it here.
This essay was co-authored by Steve Mills and Jared Sylvester.
We worry about the ethics of Machine Intelligence (MI) and we fear our community is completely unprepared for the power we now wield. Let us tell…
Written by Alan Gabriel Diaz
When starting a new ML project there are certain things you always have to do, such as cleaning the data, engineering features, splitting the data set etc. This post does not describe in detail how these things are achieved in any…
by Niki Agrawal, Mark Sabini, and Brian Zhang
The future is finally here. With a trembling hand, you turn on your webcam.
No, you’re not just making a routine video call or checking your hair — this HP MediaSmart computer’s webcam…
Unleash untapped private data, idle processing power and crowdsourced algorithms.
My journey in the field of #MachineLearning started 2.5 years ago. In deep learning , about a year ago. I work for various clients in upwork in Deep learning for last 7–8 months. So I wanted to share some thoughts on this issue.
본 글은 Using Machine Learning to Leverage the Potential of Big Data for Business을 번역한 글입니다
빅데이터와 머신러닝의 융합은 미래의 비즈니스위해 분석 측면에서 가장 중요하게 개발해야 할 것중 하나이다. 오늘날, 이전보다 더욱더, 대용량의 데이터와 데이터 소스는 머신러닝의 잠재력을 폭발시키고, 수십년간 데이터의 한계로 인해 하지 못했던 것을 가능하게 만들었다.
I have two different ongoing projects that use solar as their only power source (well, to charge a battery which is their only power source). One is an autonomous ocean-going boat, and the other is a small communication box designed to take…
Several mentions of an ethical code of conduct or oath for Artificial Intelligence (AI) or…
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Photo of the Week
My photography adventures were quiet this week, so here’s a shot of the sea in…
Decision Trees (based on the idea of information gain) — ID3, C4.5, C5.0Naive-BayesSupport Vector MachinesK Nearest NeighborsK-meansFuzzy C-MeansLDA — topic clusteringSupervised Latent Dirichlet Allocation (SLDA)Multinomial Logistic Regression (maximum…
This post is a part of Jeff’s 12-month, accelerated learning project called “Month to Master.” For March, he is downloading the ability to build an AI.
Regardless! I’m working on an exciting project and I’m going to rave about it.
The Gist of It!
I’m currently a Software Engineer at Cox Automotive, which is a tier of Cox Enterprises(very large privately owned…
The keyword here in Data science is not Data but the science. Data is everywhere and it has already…
Welcome TO THE Machine.
In the beginning, when it was all void and men clawed their way through life, we were there watching from the shores of timelessness biding our time and watching the wheel turn. It’s going to be a long wait, we all echoed mentally seeing as speech was yet in flux and when such is done, there are no…
Finished up the MITx 6.00.1x Python Course, looking forward to moving into 6.00.2! I will be doing my best to take that course, an intro to statistics course (which will likely be a lot of review from any engineering stats courses I took in undegrad) as well as a MongoDB course for data…
The innovation industry contributes a decent amount of occupations in the activity showcase consistently and this year is the same. The quantity of positions in software development is relied upon to develop exponentially in 2018, and a savage…
The easiest way to install Chat Messenger Bot https://bit.ly/2G2Lama T
