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Content-Based Recommendation System using Word Embeddings
Author(s): Dhilip Subramanian Average Word2Vec and TF-IDF Word2Vec Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Do You Understand Gradient Descent and Backpropagation? Most Don’t.
Author(s): Michel Kana, Ph.D A simple mathematical intuition behind one of the commonly used optimization algorithms in Machine Learning. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Start-off your ML journey with K-Nearest Neighbors!
Author(s): Daksh Trehan Detailed theoretical explanation and scikit-learn implementation with example! 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, …
Polynomial Interpolation
Author(s): Andrei Gasparovici A lesson in numerical analysis Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
AI: The Journey Ahead
Author(s): Sean W Smith Start and step forward on your influential path! [digAI 01.06] Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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 …
DevOps RoadMap — How to Get Started!!
Author(s): Ritheesh Baradwaj Yellenki Key concepts one needs to know to start their career in DevOps Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Religious Beliefs and Recommender Systems: Solutions to the Same Problem?
Author(s): Travis Greene Or: Why you shouldn’t be so quick to give up your capacity for practical reasoning and critical thinking Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Are Your A/B Test Results Statistically Significant?
Author(s): Chris I. What you should know about measuring statistical significance before presenting the results of an A/B test Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Normal Equation in Linear Regression
Author(s): Saniya Parveez Machine Learning Gradient descent is a very popular and first-order iterative optimization algorithm for finding a local minimum over a differential function. Similarly, the Normal Equation is another way of doing minimization. It does minimization without restoring to an …
Predicting and Detecting Traffic Congestion Duration Anomalies
Author(s): Da Guo An anomaly detection project on traffic congestion duration. 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 …
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