Tech Archive

A Discourse on Reinforcement Learning – Towards AI — The Best of Tech, Science, and Engineering

Author(s): Yalda Zadeh An Illustration of our Expansive Setting [ Image by author ] — We have a set of agent(s) and an environment (consisting of multiple objects) as two disjoint entities. The aim of the agent(s) is to

Exploratory Data Analysis Expounded With FIFA 2021(Part 1) – Towards AI — The Best of Tech, Science, and Engineering

Author(s): Gift Ojeabulu Learn how to carry out statistical analysis and generate insights like a pro with python using FIFA 21 as a case study. Photo by Guglielmo Basile on Unsplash A short story of why I decided to

No-Code MVP – Construct Your Thought Without Coding — AI — The Very Best of Tech, Science, and Engineering

Author(s): Maruti Techlabs Technology No-Code MVP – Construct Your Own Thought Without Coding Is it feasible to become an entrepreneur, not understand how to code? You have a wonderful idea to get a product/platform/app/startup which you cannot hesitate to start and

Automation in Telecom – 9 Ways The Way RPA can Alter the Telecom Sector — Towards AI — The Very Best of Tech, Science, and Engineering

Author(s): Maruti Techlabs Technology Automation in Telecom – 9 Ways The Way RPA can Alter the Telecom Sector Telecommunications is a giant business now where service providers are fighting with enormous quantities of operational procedures. Everybody could agree, an massive

Predicting Genres from Film Quotations — Towards AI — The Very Best of Tech, Science, and Engineering

Author(s): Harry Roper Natural Language Processing, Internet Scraping Multi-label NLP Classification Photo from Darya Kraplak on Unsplash Disclaimer: This report is simply for instructional purposes. We don’t encourage everyone to scratch sites, particularly those internet properties which will

Different Initialization methods in Neural Networks – Towards AI — The Best of Tech, Science, and Engineering

Author(s): Mayank Choudhary Deep Learning Different Initialization Methods in Neural Networks This is one of the assignments of the hyperparameters tuning specialization from Andrew Ng. It is very important that you regularize your model properly because it could

A Better Interpretation Through Pseudogradients – Towards AI — The Best of Tech, Science, and Engineering

Author(s): Francesco Orabona, Ph.D. Actual conversation with my wife (Image from xkcd.com) There is a popular interpretation of the Perceptron as a stochastic (sub)gradient descent procedure. I even found slides online with this idea. The thought of so many

House Price Predictions Using Keras – Towards AI — The Best of Tech, Science, and Engineering

Author(s): PRATIYUSH MISHRA Deep Learning Implementing neural networks using Keras along with hyperparameter tuning to predict house prices. This is a starter tutorial on modeling using Keras which includes hyper-parameter tuning along with callbacks. Problem Statement Creating a

Evaluation-Time Bias in Evolutionary Algorithms – Menuju AI – The Best of Tech, Science, and Engineering

Penulis: Rutuja Shivraj Pawar Kecerdasan Buatan, Pengoptimalan Tinjauan singkat dengan karya penelitian awal dari literatur Foto oleh Jon Tyson di Unsplash Algoritma Evolusioner (EA) adalah bagian dari komputasi evolusioner dalam kecerdasan buatan. Komputasi evolusioner adalah sekumpulan algoritma

Peramalan produksi listrik menggunakan model ARIMA dengan Python – Towards AI – The Best of Tech, Science, and Engineering

Penulis: Jayashree domala Visualisasi data Peramalan Produksi Listrik Menggunakan Model Arima dengan Python Panduan implementasi langkah demi langkah model ARIMA menggunakan Python. Foto oleh Matthew Henry (Unsplash) ARIMA yang merupakan kependekan dari ‘Auto-Regressive Integrated Moving Average’ digunakan