Simplifying Data Preprocessing with ColumnTransformer in Python: A Step-by-Step Guide
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re in a busy kitchen, trying to prepare a gourmet meal. You’ve got various ingredients laid out, each needing a different …
Encoding Categorical Data: A Step-by-Step Guide
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re baking a cake, but instead of sugar, flour, and eggs, you have words like “vanilla,” “chocolate,” and “strawberry” on your …
A Complete Guide to Descriptive Statistics — Central Tendency and Dispersion
Author(s): Anmol Tomar Originally published on Towards AI. A one-stop solution for understanding Descriptive StatisticsImage generated through AI by Author In a world filled with data, statistics is the compass guiding us through the huge seas of numbers. Statistics play an important …
AI Trends on TED
Author(s): GaryGeo Originally published on Towards AI. AI TED Talk Trends — Source: Author Introduction: The AI Zeitgeist Through the TED Lens If you are like me, you turn to TED videos to satisfy your curiosity or to be educated on innovative …
Unlocking Fuel Savings Through Data Science
Author(s): Ning Jia Originally published on Towards AI. An Observational Analysis of Maintenance Strategies in Truck Fleet Operations In today’s data-driven world, the ability to solve complex problems using advanced data science techniques is more critical than ever. The journey from raw …
Bigram Models Simplified
Author(s): Ghadah AlHabib Originally published on Towards AI. Bigram Models Simplified Image generated by ChatGPT Introduction to Text Generation In Natural Language Processing, text generation creates text that can resemble human writing, ranging from simple tasks like auto-completing sentences to complex ones …
A Data Analysis Project — Smart Phones Data Analysis.
Author(s): Kamireddy Mahendra Originally published on Towards AI. The more we immerse ourselves in the hands-on process of analyzing data, the more we develop our expertise in data analytics. Photo by Austin Distel on Unsplash Here is the data analysis Project of …
Unveiling the Future: Mastering Stock Market Prediction with PMDARIMA
Author(s): Himanshu Sharma Originally published on Towards AI. Unlock the Secrets of Stock Market Forecasting with Python’s PMDARIMA LibraryStock Prediction(Source: By Author) Predicting stock market prices is a challenging yet crucial task for investors and financial analysts. The ability to forecast future …
Advanced SQL for Data Analysis —Part 1: Subqueries and CTE
Author(s): Carlos da Costa Originally published on Towards AI. Photo by Luke Chesser on Unsplash As query complexity increases, there is a growing need to keep the code organized, modular, and readable. Therefore, it is important to know techniques to maintain code …
Exploration of CDFs: Their Applications in Data Science
Author(s): Ghadah AlHabib Originally published on Towards AI. Image generated by ChatGPT Introduction to CDFs Cumulative Distribution Functions (CDF) are functions that represent the probability of a random variable X that takes on a value less than or equal to a specific …
Why GPT-4 Data Isn’t As Reliable As You Think
Author(s): John Loewen, PhD Originally published on Towards AI. How GPT-4's verified data became my misinformation nightmareDALL-E image: GPT-4 selling a fake bill of goods. GPT-4 will “find” whatever you ask it to look for — this includes “research” on statistical information …
A Data Analysis Project — Amazon Prime Video Userbase & Their Usage Analysis.
Author(s): Kamireddy Mahendra Originally published on Towards AI. “Gaining Excitement in Investigating Insights inbuild in any kind of data Will Lead us to Show the Path to many businesses to Solve their Problems” Photo by Marques Thomas on Unsplash I hope you …
Exploration of Joint PMFs: Their Applications in Data Science (Part 1)
Author(s): Ghadah AlHabib Originally published on Towards AI. (Image generated by ChatGPT) Introduction to Joint PMFs When dealing with discrete random variables, the joint probability mass function (PMF) is a fundamental concept in probability theory and statistics. Understanding it is crucial for …
Building an End-to-End Machine Learning Project to Reduce Delays in Aggressive Cancer Care.
Author(s): Juliusnyambok Originally published on Towards AI. Building an End-to-End Machine Learning Project to Reduce Delays in Aggressive Cancer Care. After years of battling over control of the TV (sparked by my sister’s questionable obsession with true crime), my sister, the brilliant …
7 Pandas Hacks That Every AI Expert Should Know
Author(s): Gencay I. Originally published on Towards AI. Unlock AI & Data Science Mastery with Top Pandas HacksCreated with Abidin Dino AI, to reach it, consider being Paid subscriber to LearnAIWithMe, here “In the age of artificial intelligence, being smart will mean …
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