Statistics for Machine Learning A-Z Part 2
Author(s): Gencay I. Originally published on Towards AI. Briefly Explained This member-only story is on us. Upgrade to access all of Medium. Image by Author Contents · Introduction· Terms ∘ Mean Square Error ∘ Pairwise Comparison ∘ Bootstrapping ∘ Chi-square ∘ Correlation …
How To Be A Great Data Tutor
Author(s): Adam Ross Nelson Originally published on Towards AI. Everything you need to know about using your pro data skills to help others as a data tutor This member-only story is on us. Upgrade to access all of Medium. Being a data …
7 Important Concepts in Artificial Intelligence and Machine Learning
Author(s): Carla Martins Originally published on Towards AI. Concepts you should know before starting any project This member-only story is on us. Upgrade to access all of Medium. Photo by Clément Hélardot on Unsplash Artificial intelligence (AI) and machine learning (ML) applications …
Univariate Statistics for Data Analysts — Confidence Intervals explained
Author(s): Carla Martins Originally published on Towards AI. With examples This member-only story is on us. Upgrade to access all of Medium. Photo by Carlos Muza on Unsplash All data analysts and data scientists, before any experience with the most advanced techniques …
Regular Expressions (RegEx) in Python: Advanced Concepts
Author(s): Hrishikesh Patel Originally published on Towards AI. RegEx in Python Series This member-only story is on us. Upgrade to access all of Medium. Image by author Many websites ask for a password with at least eight characters and special requirements. But …
Sentiment Analysis on Solar Energy With NLP And Python
Author(s): Dennis Niggl Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. “When captured electronically, customer sentiment — expressions beyond facts, that convey mood, opinion, and emotion — carries immense business value. We’re talking …
Towards AI Announces Acquisition of Learn AI Together — The Largest AI Discord Community
Author(s): Towards AI Editorial Team Originally published on Towards AI. Source: Unsplash Learn AI Together is a highly engaged community of 25,000 AI developers and enthusiasts. The acquisition accelerates Towards AI’s plans to democratize access to AI and build the key community …
How To Speed Up Your Grid Search 60x
Author(s): Optumi Originally published on Towards AI. Includes an example notebook and dataset Photo by William Chiesurin on Unsplash Example notebook For this article, we will use a notebook called GridSearchCV, created using code from a post on the website GeeksforGeeks. We …
Saving Data in Tableau: A Road to Tableau Desktop Specialist Certification
Author(s): Daksh Trehan Originally published on Towards AI. Chapter 14: A comprehensive guide on various file types in Tableau with free Udemy Dumps. Welcome to the fourteenth chapter, In this piece, we are going to learn about different file types in Tableau. …
Hotel Data Visualization With Python
Author(s): Oluwatimilehin Ogidan Originally published on Towards AI. Hotel or resort? Photo by Alexander Kaunas on Unsplash Intro Have you been curious to find out whether people loved to visit hotels or resorts more? or what sort of meals do people prefer …
MITACS Globalink Research Internship | How to get one?
Author(s): Raman Jha Originally published on Towards AI. MITACS Globalink Research Internship U+007C How to get one? Mitacs Globalink Research Internship Let me introduce myself first. Hey there, I am Raman Jha, a junior year Bachelor of Engineering student at D Y …
What are the advantages and disadvantages of K-Means Clustering?
Author(s): Akash Dawari Originally published on Towards AI. All About K-Means Clustering In this article we will understand a clustering algorithm by answering the following question: What is clustering? What are the real-world applications of clustering? How does K-means Clustering work? How …
When is a Machine Learning Model ready for Product
Author(s): Rijul Singh Malik Originally published on Towards AI. What to look for in your machine learning model when building a product Photo by REVOLT on Unsplash When you build a machine learning model, you need to make sure that the model …
Backtesting Strategy for ML Models
Author(s): Dr. Samiran Bera (PhD) Originally published on Towards AI. A form of cross-validation across time Image Source: corporatefinanceinstitute.com Model performance is critical to any business process and must be validated periodically. To establish the efficacy of model performance, business organizations often …
Regular Expression (RegEx) in Python: The Basics
Author(s): Hrishikesh Patel Originally published on Towards AI. RegEx in Python Series This member-only story is on us. Upgrade to access all of Medium. Image by author Consider you have a lot of text data, and you want to extract meaningful information. …
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