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Areas Served: 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 …
Quartic Polynomial Roots – With Quadratic Math and SOSO
Author(s): Greg Oliver Originally published on Towards AI. Quartic Root Approximations using 2 Quadratics and SOSO This member-only story is on us. Upgrade to access all of Medium. This post presents a viable Quartic roots solution, using a confected Y-Axis 180 deg …
Original Research to Predict Prime Numbers — Error Convergence Using Data Science
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. Using Python to Unlock the Prime Number Pattern Top highlight This member-only story is on us. Upgrade to access all of Medium. I. Sample of primes between 0 and 103(excluded) II. Modular Indexing the …
Understanding Proofs by Euclid — 101
Author(s): Towards AI Editorial Team Originally published on Towards AI. Any Composite Number is Measured by Some Prime Number. This member-only story is on us. Upgrade to access all of Medium. Photo by Joanna Kosinska on Unsplash Author(s): Pratik Shukla In this …
Introduction to Bayesian Inference
Author(s): ___ Originally published on Towards AI. A Distribution With No Constraints Top highlight In this article, I will explain what the maximum entropy principle is, how to apply it and why it’s useful in the context of Bayesian inference. The code …
The Real Reason to Study Mathematics
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Everything is on the internet Throughout everyone’s academic career, the most common explanations you will hear regarding the justification of every subject might be everything but practical. To question the existence of Mathematics in …
Building Neural Networks with Python Code and Math in Detail — II
Author(s): Pratik Shukla, Roberto Iriondo Source: Pixabay The second part of our tutorial on neural networks from scratch. From the math behind them to step-by-step implementation case studies in Python. Launch the samples on Google Colab. In the first part of our tutorial …
Gradient Descent Algorithm Explained
Author(s): Pratik Shukla Originally published on Towards AI. Machine Learning With Step-By-Step Mathematical Derivation Source: Unsplash Index: Basics Of Gradient Descent. Basic Rules Of Derivation. Gradient Descent With One Variable. Gradient Descent With Two Variables. Gradient Descent For Mean Squared Error Function. …
Neural Networks from Scratch with Python Code and Math in Detail- I
Author(s): Pratik Shukla, Roberto Iriondo Source: Unsplash Learn all about neural networks from scratch. From the math behind it to step-by-step implementation case studies in Python. Launch them live on Google Colab Note: In our upcoming second tutorial on neural networks, we will …
Introduction
Author(s): ___ Originally published on Towards AI. In this article, I will explain why when building a linear model, we add an x₁x₂ term if we think the variables x₁ and x₂ interact and conclude with a principled method to add interaction …
Data Scientist Types
Author(s): Chan Naseeb Originally published on Towards AI. What kind of data scientists do you come across in the market? Photo by Franki Chamaki on Unsplash I have seen different types of people around carrying out and using the title of a …
The Dull and Unpleasant 2020 Ethics of AI-enabled Science
Author(s): Dr. Adam Hart Originally published on Towards AI. © Wild0ne courtesy Pixabay In the 1997 movie Gattica, Ethan Hawke displayed the brute-force determination of the human spirit in an hypothetical, transitional to full CRISPR, gene-editing future that 23 years later we …
Understanding The simple Mathematics Behind Simple Linear Regression
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. How to verify if a Linear Relationship exists between two variables. Not a lot of people like Maths and for good reasons. I’m not exactly fond of it, but I try to keep …
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