First Principles Approach in Data Science
Author(s): Benjamin Obi Tayo Ph.D. First principles approach to problem-solving is the act of breaking a problem down to the fundamental parts and building up from there Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Top List of Quick Pandas Methods
Author(s): Michelangiolo Mazzeschi Saving you time with these useful tricks Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Regression/Classification Basic Pipeline
Author(s): Shaurya Lalwani Data Science Photo by Andy Kelly on Unsplash This article explains the important parts of a Regression/Classification Pipeline (the differences have been shown wherever required). Additional points can be added based on the domain and industry you’re working for. Generally, …
Koalas 1.0: Transitioning from Pandas to Apache Spark
Author(s): Rahul Pathak Introducing Koalas 1.0 Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Hypothesis Testing Explained!
Author(s): Saiteja Kura Let us try and understand the widely used concept of hypothesis testing and p-values. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Animals that Challenge Data Scientists in 2020
Author(s): Satya Ganesh Some animals are posing a great challenge for the data scientists to replicate their abilities and solve a lot of real-world problems. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Fundamental Properties of Time Series Data
Author(s): Mahbubul Alam Trend, seasonality, structural break, randomness and more!! Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Looking for Connections in Your Data? Correlation Techniques Come to the Rescue!
Author(s): Ramya Vidiyala Correlation techniques in a nutshell Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Role of Data Visualization in Machine Learning
Author(s): Benjamin Obi Tayo Ph.D. Data visualization plays an integral role in machine learning from data analysis, to model building, testing, evaluation, and selection Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Impostor Syndrome & Data Science
Author(s): Gautam Kmr Data Science, Opinion This is a topic or issue that most of the data scientists have and no one thinks other people have it and no one talks about it as well. Let us try to understand what this syndrome …
Evaluation Metrics for Textual Problems
Author(s): Edward Ma Why metrics need to be defined at the very beginning Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Modeling Seasonality of Airbnb Prices
Author(s): Michel Kana, Ph.D A practical guide to Polynomial Regression using Python and R Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
YOLO V5 is Here! Custom Object Detection Tutorial with YOLO V5
Author(s): Mihir Rajput Data Science Source: https://pjreddie.com/ YOLO “You Only Look Once” is one of the most popular and most favorite algorithms for AI engineers. It always has been the first preference for real-time object detection. YOLO has emerged so far since …
Answers to Questions from Data Science Aspirants
Author(s): Benjamin Obi Tayo Ph.D. What to study, how to study and where to begin from..!! Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Build your own Diabetes predictor in 5 mins!
Author(s): sudhanshu sharma Use packages: Sweetviz for EDA and TPOT for finding the best model in Python Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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