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 …
Customer Segmentation using K-Means Clustering
Author(s): Dennis Niggl Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. “The aim of marketing is to know and understand the customer so well the product or service fits him and sells itself”. …
An Insight of Marketing Analytics
Author(s): Saniya Parveez Originally published on Towards AI. Introduction Many industry-leading companies are already using data science to make better decisions and to improve their marketing analytics. With the expanded industry data, greater availability of data sources, and lower storage and processing …
Fraud Detection using Machine Learning
Author(s): Dennis Niggl Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. “Humans are startlingly bad at detecting fraud. Even when we’re on the lookout for signs of deception, studies show, our accuracy is …
Recommended Articles
Author(s): Amit Chauhan Originally published on Towards AI. Words are converted to vectors or numbers This member-only story is on us. Upgrade to access all of Medium. Photo by Sven Brandsma on Unsplash These two topics can be used as a word …
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 …
How does Data Science Endure Everyday Business Problems?
Author(s): Saniya Parveez Originally published on Towards AI. Business Science Introduction For the last 20 years, industries were spending expansive investments in the development of business infrastructures. Now, industries have massively interconnected infrastructures that are being operated for several pursuits. These pursuits …
Top 5 Machine learning models 2021
Author(s): Mostafa Ibrahim Originally published on Towards AI. A collection of the most noteworthy machine learning models over the past year This member-only story is on us. Upgrade to access all of Medium. Photo by Pawel Czerwinski on Unsplash This year has …
How to Combine Multiple Datasets
Author(s): Angelica Lo Duca Originally published on Towards AI. A description of the append and joining strategies, with a practical example in SQL. This member-only story is on us. Upgrade to access all of Medium. Photo by Tekton on Unsplash How many …
Making a social impact with crowdsourcing
Author(s): Magdalena Konkiewicz Originally published on Towards AI. Technology How crowdsourcing platforms such as Toloka, initially designed to power AI models, can be used for social good Image by Bob Dmyt from Pixabay Introduction Crowdsourcing is a popular tool to gather data …
Life is a Full Circle?
Author(s): Amir Memon Originally published on Towards AI. Careers A programmophobic Petroleum Engineer’s resilient journey towards Data ScienceU+2728 Photo by Marc Schulte on Unsplash October 2017. Flashback to my college freshmen year. I received an email from the Science & Technical Committee …
From Notebook to Production
Author(s): Eija-Leena Koponen Originally published on Towards AI. DevOps How to Bridge the Gap between Data Science and Engineering? Image by author Data Scientist was hyped to be the 21st century sexiest job. Now, in 2021, most of the companies have adopted …
Mental Health and Machine Learning in Companies
Author(s): Rajvi Shah Originally published on Towards AI. Machine Learning How Machine Learning is helpful for predicting the Mental Health of Employees and How it is implemented? Reference: Jonathan Dalton Mental Health Introduction Mental health includes our emotional, psychological, and social well-being. …
Laws of Probability — A Primer for Data Scientists and Machine Learning Engineers
Author(s): Supriya Ghosh Originally published on Towards AI. Probability Image by Author Real-life is a book that has probability in all its chapters. What is probability? Probability is a measure of uncertainty. Real-world involves taking decisions at every step, but many times …
How to Detect Image Differences With Python
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. I. Downloading your Image This member-only story is on us. Upgrade to access all of Medium. Photo by Coffee Geek on Unsplash Go to this link to download the image. Download this free HD …
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