Understanding Artificial Intelligence
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. Artificial Intelligence, Opinion A few minutes exploring AIβ¦ Artificial Intelligence (AI) is such a buzz word these days and one thing about buzz words isβ¦ βThey often get lost in translationβ. img_credit Ask …
3 Steps to Improve Artificial Intelligence in Healthcare
Author(s): Avishek Choudhury, Ph.D. Originally published on Towards AI. Artificial Intelligence, Research Optimal Trust, Data Governance, and AI Standards can solve many problems concerning AI in healthcare. Photo by Owen Beard on Unsplash Accuracy, precision, recall and other measures of AI efficacy …
Main Types of Neural Networks and Their Applications β Tutorial
Author(s): Towards AI Editorial Team Originally published on Towards AI. A tutorial on the main types of neural networks and their applications to real-world challenges. Figure 1: Main types of neural networks, designed with app.diagrams.net, diagram is a derivative from Creative Commons …
1. Highly Correlated Variables
Author(s): Shaurya Lalwani Originally published on Towards AI. Photo by Louis Hansel @shotsoflouis on Unsplash In the real world, data is not as clean as itβs often assumed to be. Thatβs where all the data mining and wrangling comes in; to build …
Building Neural Networks with Python Code and Math in Detail β II
Author(s): Towards AI Editorial Team Originally published on Towards AI. Join us β | Towards AI Members | The Data-driven Community Top highlight Source: Pixabay Last updated January 7, 2021 Author(s): Pratik Shukla, Roberto Iriondo Join Towards AI, by becoming a member, …
DevOps RoadMap β How to Get Started!!
Author(s): Ritheesh Baradwaj Yellenki Originally published on Towards AI. DevOps Key concepts one needs to know to start their career in DevOps Designed using Canva If it hurts, do it more often! When I first started learning DevOps I honestly had no …
Loading Different Data Files in Python
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. What is the structure of HDF5 files? Source: Pixabay Donβt we all just love pd.read_csv()β¦ Itβs probably the most endearing line from our dear, pandas library. No doubts, when it comes to tabular …
Machine Learning Algorithms For Beginners with Code Examples in Python
Author(s): Towards AI Editorial Team Originally published on Towards AI. Best machine learning algorithms for beginners with coding samples in Python. Launch the coding samples with Google Colab Top highlight Machine Learning Algorithms Tree U+007C Source: Image authored by Sherwin Chen, please …
Configuration
Author(s): Benjamin Haller Originally published on Towards AI. Photo by Dose Media on Unsplash Applied Mathematics How Control-Allocation for Multirotor Systems Works A mathematical explanation of how drones function Seeing drones fly always makes you think how it can hold itself stable …
Scrum 101 β Increasing Your Value
Author(s): Onur Okyol Originally published on Towards AI. Project Management Photo by Jo Szczepanska on Unsplash Customers, competitors, demands are many. We are more likely to quit the race every time we are left behind. Quality and speed are inseparable. We need …
Towards AI Categories
Author(s): Towards AI Editorial Team Originally published on Towards AI. Source: Pexels Categories Below please find all of the categories for Towards AI in alphabetical order (A-Z) Last updated, March 1, 2021 U+1F916 Towards AI, the data-driven community, discusses artificial intelligence, data …
Data Science, Alexander of the Times Ahead
Author(s): Saiteja Kura Originally published on Towards AI. Now, where is the opportunity for data scientists here? Why is it such a lucrative profession to be in? Designed using Canva. Raise your hands if you ever heard about Data Science! It has …
Classifying Credit-Loan Customers
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. 4a. K-Nearest-Neighbour Classifier (KNN): Intro.Exploratory data analysis.Feature-Engineering.Modeling and Evaluation.Conclusion.The classification decision should be based on some scienceβ¦ In August 2018, an article by the New York Post showed that more Americans were defaulting …
Dashboard Creation Using R Shiny
Author(s): Suyash Maheshwari Originally published on Towards AI. Shiny is an R package that is used to build interactive dashboards that can be used to display predictions. It can be used by programmers to communicate the findings of data to organization members …
Ensure Success of Every Machine Learning Project
Author(s): Mukul Malik Originally published on Towards AI. Computational level: -by geek-and-poke.com under CC-BY-3.0 Machine Learning projects can convince even an atheist that βthe devil is in the detailβ. Allegedly, a report from Gartner predicted that 85% of the Machine Learning projects …