Neural networks find considerable use-cases and applications in the areas where the traditional algorithms lag to provide the required performance and accuracy. Neural networks are more like how humans usually learn and this is one of the best ways for making machines learn. Because of this, neural networks are best suited for Artificial Intelligence applications. An Artificial … [Read more...] about Applications of Neural Networks
Machine Learning
Getting Future Ready — Decoding ML Strategies
Disrupting End-to-End Data Management Value ChainsWe all have heard this before — “Man proposes, God disposes”.Let’s recall those plans and roadmaps we had crafted for our respective organizations, exactly a year ago, 2020.As fate would have it, pandemic struck, the mightiest calamity ever occurred for this century. Call it nature’s fury or vengeance with a bang, for tampering … [Read more...] about Getting Future Ready — Decoding ML Strategies
Creating a T20 Prediction Twitter Bot 1/2
This is the 1st part of a 2 part series that discusses how I made a Twitter Bot that makes predictions on who is going to win a T20 match. In the first part, we will discuss the machine learning aspect of the bot, from getting the data, transforming it, and training the model. In part two we will discuss the Twitter bot, how it gets the match data, and tweets the prediction in … [Read more...] about Creating a T20 Prediction Twitter Bot 1/2
Stock Price Analysis via Python using Hindustan Unilever Limited Dataset 5
Module 5 : Modern Portfolio TheoryIn this module, We’ll be looking at investment portfolio optimization with python, the fundamental concept of diversification and the creation of an efficient frontier that can be used by investors to choose specific mixes of assets based on investment goals; that is, the trade-off between their desired level of portfolio return vs their … [Read more...] about Stock Price Analysis via Python using Hindustan Unilever Limited Dataset 5
Role of Machine Learning in Scaling Your Startup
What is Machine Learning?Artificial Intelligence (AI) and Machine Learning (ML) are ringing the bells in the digital market and are benefiting businesses to a greater extent. Machine Learning has emerged from Artificial Intelligence and is considered the necessity of the current period. Amazon has already recognized its benefits. Due to ML technology, Amazon is able to … [Read more...] about Role of Machine Learning in Scaling Your Startup
Responsible Machine Learning with Error Analysis
Error Analysis starts with identifying the cohorts of data with a higher error rate versus the overall benchmark error rate. The dashboard allows for error exploration by using either an error heatmap or a decision tree guided by errors.Error Heatmap for Error IdentificationThe view slices the data based on a one- or two-dimensional grid of input features. Users can choose the … [Read more...] about Responsible Machine Learning with Error Analysis
Face X-ray for More General Face Forgery Detection
Computer vision분야에서 deep learning, 특히 image gererating이 발전하면서 여러 범죄의 위험도 커지고 있습니다. 대표적으로 deepfake가 있습니다. Deepfake는 이미 존재하는 이미지에 다른 이미지를 합성하여 왜곡된 정보를 전달하는 것입니다.위 사진은 SBS의 ‘그것이 알고싶다’에서 내보낸 방송의 장면 중 일부입니다. 왼쪽에는 김상중씨와 똑같은 얼굴을 가진 인물이 앉아있는 것을 볼 수 있습니다. 이 또한 deepfake를 이용하여 만들어낸 가상의 인물입니다. 이렇게 deepfake를 이용하여 실제 정보와 다른 정보를 전달할 수 있습니다.이렇게 deepfake 중에서도 얼굴에 대한 이미지를 합성하는 face forgery가 … [Read more...] about Face X-ray for More General Face Forgery Detection
Deploy ML Model ผ่าน Web Application ด้วย Git + Heruko
ก่อนที่จะเริ่มทำทั้ง 2 ข้อที่กล่าว แนะนำให้ติดตั้งโปรแกรมที่จำเป็นในการ Deploy ML Model ในตอนนี้ก่อน ซึ่งมีด้วยกัน 2 โปรแกรม คือ Git และ Heroku ซึ่งสามารถ Download และติดตั้งได้จาก Link ด้านล่างเมื่อติดตั้งทั้ง 2 โปรแกรมเรียบร้อยแล้ว สามารถตรวจสอบได้ว่าติดตั้งได้สำเร็จหรือไม่ด้วยคำสั่งด้านล่าง ใน Command line ที่ใช้อยู่git --versionheroku --versionถ้า Command line สามารถ Return … [Read more...] about Deploy ML Model ผ่าน Web Application ด้วย Git + Heruko
Auto-Code and No-Code Development Environments. Coming Soon?
Platforms for Application DevelopmentAuto-code is where auto-correct meets coding with AI. Auto-correction completes based on a selection algorithm for inferring “what comes next” in a program based on coding earlier in the line. Auto-code is a feature using AI to adapt and suggest to coding for streamlining and expediating application development. The method boasts less … [Read more...] about Auto-Code and No-Code Development Environments. Coming Soon?
( COURRIEL: CASTROFARMS914@GMAIL.COM)Acheter des poulets Ross et Cobb
La domestication du poulet remonte à au moins 2000 avant JC et leur ascendance remonte à quatre espèces de volailles sauvages de la jungle d’Asie du Sud-Est. Cependant, la volaille de jungle rouge (Gallus gallus ou Gallus bankiva) est l’espèce sauvage la plus couramment trouvée dans le monde aujourd’hui et est considérée comme le principal ancêtre du poulet domestique. Le … [Read more...] about ( COURRIEL: CASTROFARMS914@GMAIL.COM)Acheter des poulets Ross et Cobb