PrivacyRaven: Comprehensive Privacy Testing for Deep Learning
Author(s): Bala Priya C Deep Learning, Privacy and Security Summary of talk from OpenMined PriCon 2020 Photo by Markus Spiske on Unsplash This is a summary of Suha S. Hussain’s talk in OpenMined Privacy Conference 2020 on PrivacyRaven — a comprehensive testing framework for simulating privacy attacks. Why …
AI is Predicting Faster and More Accurate Weather Forecasts
Author(s): Louis (What’s AI) Bouchard Artificial Intelligence, News What if we could replace all this with artificial intelligence by analyzing weather patterns of the past 40 years to predict the future? On the left is the new paper’s “Deep Learning Weather Prediction” forecast. …
Approximate Nearest Neighbors on Elastic Search with Docker
Author(s): Marie Stephen Leo Scaling ANNs to the Hundred Millions Continue reading on Towards AI » Published via Towards AI …
Statistical Modeling of Time Series Data Part 3: Forecasting Stationary Time Series using SARIMA
Author(s): Yashveer Singh Sohi Data Visualization Photo by Chris Liverani on Unsplash In these series of articles, the S&P 500 Market Index is analysed using popular Statistical Model: SARIMA (Seasonal Autoregressive Integrated Moving Average), and GARCH (Generalized AutoRegressive Conditional Heteroskedasticity). In the first …
Contingency Tables in R
Author(s): George Pipis A comprehensive tutorial about Contingency Tables in R showing how to analyze the relationship between categorical data Continue reading on Towards AI » Published via Towards AI …
The Beginners’ Guide to Julia’s Package Manager — Pkg
Author(s): Chetan Ambi Introduction to Julia’s package manager for managing packages Continue reading on Towards AI » Published via Towards AI …
How to Master the Art of Storytelling as a Data Scientist?
Author(s): Saeed Ahmad Data Science, Opinion Photo by Sinitta Leunen on Unsplash You are a data scientist, which is the reason you are reading my article. You were given a classification problem. You think you used the best model for modeling it. But someone asks you …
An Online Data Science Degree/Certificate is Within Reach — With Lots of Affordable Options
Author(s): Benjamin Obi Tayo Ph.D. The first step towards starting your journey in data science education is only a click a way Continue reading on Towards AI » Published via Towards AI …
Statistical Modeling of Time Series Data Part 2: Exploratory Data Analysis
Last Updated on December 21, 2020 by Editorial Team Author(s): Yashveer Singh Sohi Data Visualization Photo by Chris Liverani on Unsplash In this series of articles, the S&P 500 Market Index is analyzed using popular Statistical Model: SARIMA (Seasonal Autoregressive Integrated Moving Average) …
2020: A Year Full of Amazing AI Papers — A Review
Author(s): Louis (What’s AI) Bouchard A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code Continue reading on Towards AI » Published via Towards AI …
Statistical Modeling of Time Series Data Part 1 : Data Preparation and Preprocessing
Last Updated on December 21, 2020 by Editorial Team Author(s): Yashveer Singh Sohi Data Visualization Statistical Modeling of Time Series Data Part 1: Data Preparation and Preprocessing Photo by Chris Liverani on Unsplash In this series of articles, the S&P 500 Market Index …
Logistic Regression Explained Simply
Author(s): Johar M. Ashfaque Machine Learning, Statistics Logistic regression is a technique borrowed by machine learning from the field of statistics. It is the go-to method for binary classification problems (problems with two class values). Logistic Function Logistic regression is named for …
Interviewing a Data Scientist
Author(s): Louis (What’s AI) Bouchard A professional data scientist answers the 12 most asked questions. Clarify and debunks the myths you’ve built surrounding this field! Continue reading on Towards AI » Published via Towards AI …
Gradient Boosting Technique
Author(s): Charanraj Shetty A numerical explanation along with Mathematical Intuition Continue reading on Towards AI » Published via Towards AI …
Linear Algebra for ML
Author(s): Johar M. Ashfaque Source: Unsplash Machine Learning, Mathematics You do not need to learn linear algebra before you get started in machine learning, but at some point, you may wish to dive deeper. Linear algebra will give you the tools to help …
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