Algorithms For Data Scientists — Insertion Sort

Original Source Here Insertion Sort Explanation Algorithms are set of instructions designed to modify an input to create the desired output. The Sorting problem is a typical programming task that Data Scientists and other programming disciplines come across. The sorting problem’s main task is to order a sequence of elements in either ascending or descendingContinue reading “Algorithms For Data Scientists — Insertion Sort”

Building an Artificial Neural Network in Tensorflow2.0

Original Source Here Image by Ahmed Gad from Pixabay In this notebook, we will see how to implement an Artificial Neural Network using Tensorflow 2.0. We will be using Fashion MNIST dataset directly importing it from Tensorflow datasets Importing libraries import numpy as npimport datetimeimport tensorflow as tffrom tensorflow.keras.datasets import fashion_mnisttf.__version__’2.3.0′ Data preprocessing Loading theContinue reading “Building an Artificial Neural Network in Tensorflow2.0”

Data Science vs Computer Science. Here’s the Difference.

Original Source Here Table of Contents Introduction Data Scientist Computer Scientist Similarities and Differences Summary References Introduction Data Science and Computer Science often go hand-in-hand, but what really makes them different? What do they have in common? After experiencing several different roles in Data Science at various companies, I have realized general themes of theContinue reading “Data Science vs Computer Science. Here’s the Difference.”

Deep Learning for 3D Synthesis

Original Source Here Introduction to 3D Data It’s a consensus that synthesizing 3D data from a single perspective is a fundamental human vision functionality which is extremely challenging for computer vision algorithms. But recent advancements in 3D acquisition technology have taken a great leap after the increased availability and affordability of 3D sensors like LiDARs,Continue reading “Deep Learning for 3D Synthesis”

Deep Learning for 3D Synthesis

Original Source Here Introduction to 3D Data It’s a consensus that synthesizing 3D data from a single perspective is a fundamental human vision functionality which is extremely challenging for computer vision algorithms. But recent advancements in 3D acquisition technology have taken a great leap after the increased availability and affordability of 3D sensors like LiDARs,Continue reading “Deep Learning for 3D Synthesis”

There are several approaches to representing texts for NLP tasks and one of the approaches is Basic…

Original Source Here There are several approaches to representing texts for NLP tasks and one of the approaches is Basic Vectorization. Basic vectorization looks into the techniques of representing each of the words in the vocabulary with a unique Identifier. And it has four methods of representing text with a unique identifier with TF-IDF mostlyContinue reading “There are several approaches to representing texts for NLP tasks and one of the approaches is Basic…”

Deep Learning Materials

Original Source Here 最近看到我們公司內部開了一個 我個人蠻有趣的缺 看完JD (job description)覺得現在申請的話 大概直接變砲灰 和在modeling組的同事兼朋友聊起此事時 他說他有認識那個組的人 於是再獲得該名友人的同意之後 就用該友人的名字當介紹人 寫信給他認識的那位仁兄 說是想請教他們組都是做哪方面的樣子 對方也很nice的答應了 聊了之後覺得更加具體了解那個組在做些什麼 也更堅定未來想加入該組的念頭 於是就順便請教他們組挑人的標準 他說他們組主要是看重以下三點的能力 但要找到三個都很強的人不容易 最起碼要三中二這樣 Deep Learning Expertise Coding skills Big data technologies (e.g. Apache Spark, Hadoop) 2和3我比較不擔心 其實coding有個基本功力在 剩下都是靠google/stack overflow 至於big data technology 我覺得重點應該是要會使用 backend也不需要了解的太深入 所以我也覺得還好不用太擔心 deep learning的部分就比較硬了 是需要長期抗戰的 問了一下週遭的朋友和職場上的前輩 統整出大家推薦的資源 Textbooks Hands On Machine Learning withContinue reading “Deep Learning Materials”

Machine Learning Production, Machine Learning Research and Software Engineering

https://cdn-images-1.medium.com/max/2600/0*nGaCcWlJugXJq3Pc Original Source Here Machine Learning Production, Machine Learning Research and Software Engineering Photo by Florian Olivo on Unsplash Machine Learning Production Vs Machine Learning Research Most people who are experts in Machine Learning gained their experience through academia: taking courses, doing research and reading research papers. Most companies nowadays use Machine Learning, although itContinue reading “Machine Learning Production, Machine Learning Research and Software Engineering”

AI & America’s Most Trusted Brands Funded the Insurgency

Original Source Here NeONBRAND AI & America’s Most Trusted Brands Fueled the Insurgency The Misinformation Epidemic is Funded by Brands we Trust Most Misinformation is destabilizing our democracy and last week people who have become radicalized by it attempted a violent overthrow of the government and continue to plot terrorist acts against their fellow Americans.Continue reading “AI & America’s Most Trusted Brands Funded the Insurgency”