The Ultimate Guide to Linear Programming for Big Data Optimization
Author(s): Rahulraj Singh Originally published on Towards AI. Merging statistics, linear algebra, and data science for optimal decision making Photo by Constantin on Unsplash Imagine working for an oil company in the Middle East. A large part of the region’s economy is …
The Balancing Act of Biomedical Big Data and Privacy Safeguards
Author(s): Andrew Austin Originally published on Towards AI. This is part of a 10-part series about the Ethics and Governance of Artificial Intelligence for Health that the World Health Organization created. Andrew Austin Ethics and Governance of Artificial Intelligence for HealthView list6 …
Top 5 Essential Big Data Frameworks for Modern Data Analytics
Author(s): Vijay Singh Khatri Originally published on Towards AI. As there are no signs of slowing down data generation, the amount available today is immeasurable. Hence, traditional data processing software can't process such amounts of data and derive insights timely. This is …
List of Important Libraries for Machine Learning and Data Science in Python
Author(s): Suhas Maddali Originally published on Towards AI. Understanding the use of various libraries in python and machine learning is handy for professionals in the field of data science. It makes life easier for data scientists or machine learning engineers. Photo by …
When Data Gets Wild — How to Handle It
Author(s): Rijul Singh Malik Originally published on Towards AI. A blog on data wrangling and handling a messy dataset. Photo by UX Indonesia on Unsplash There’s always more than one way to wrangle data. Data has grown exponentially in the last decade, …
No wonder Digital Twin is changing the world. Let’s understand what lies beneath?
Author(s): Supriya Ghosh Originally published on Towards AI. IoT No wonder Digital Twin is changing the world. Let’s understand what lies beneath? What is a Digital Twin? A Digital Twin is a virtual replica of an object, a product or a system, …
How to Set Up Your Environment for Spark
Author(s): Hao Cai Originally published on Towards AI. Data Engineering Photo by Ilya Pavlov on Unsplash Spark is a very popular open-source big data framework that is being used by many companies in the industry. Here I want to show you how …
Types of data in Machine Learning Explained
Author(s): Arun Rajendran Originally published on Towards AI. Machine Learning This member-only story is on us. Upgrade to access all of Medium. Photo by Mika Baumeister on Unsplash Machine learning has been successful across a wide variety of fields such as recommendation …
AI Disruption is Starting Already
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Standard Procedure AI disruption has already begun. Look at tools such as autoML or Lobe.They will soon eat out the demand for ML engineers at the lower end of the competence distribution. Not long …
Exploratory Data Analysis (EDA) using Pyspark
Author(s): Vivek Chaudhary Originally published on Towards AI. Data Analytics, Python The objective of this article is to perform analysis on the dataset and answer some questions to get the insight of data. We will learn how to connect to Oracle DB …
Top List of Quick Pandas Methods
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Saving you time with these useful tricks After 3 months of learning Pandas daily, these are the top algorithm you can use for a quick but significant edit without losing your patience. If you …
3 Ways to Collect Big Data with your PC
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. How and where to find data on the internet? This article is intended to be technical. I hope you can apply the content of this article to improve your work and your skills. Photo …
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 …
Data Visualization — An Underrated Art
Author(s): Saiteja Kura Originally published on Towards AI. 1. Data-Ink Ratio It is essential to choose the right one! (Source — Data Science Central) Raise your hands if you ever came across the terms data visualization and data visualization tools like Tableau …
Data Science Tools to Get Started in 2020
Author(s): Slava Vaniukov Originally published on Towards AI. Data science is a discipline that is gaining importance as the world becomes increasingly dependent on vast stores of digital information. It is the study of data involving methods of collecting, storing, and analyzing …
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