Human Component in Machine Learning
Author(s): Benjamin Obi Tayo Ph.D. With automation in machine learning, humans are still indispensable to make the connection between data, algorithm, and the real world Continue reading on Towards AI » Published via Towards AI …
Demand for Data Skills has Skyrocketed
Author(s): Benjamin Obi Tayo Ph.D. Top data skills you need in today’s data-driven world and how to acquire them Continue reading on Towards AI » Published via Towards AI …
Summarization Using Pegasus Model with the Transformers Library
Author(s): Chetan Ambi Generate text summary (extractive or abstractive) using Google’s Pegasus model with Huggingface transformers library Continue reading on Towards AI » Published via Towards AI …
Python vs. Matlab for Data Science and Machine Learning
Author(s): Mohammad Ahmad Is Matlab still as versatile? Continue reading on Towards AI » Published via Towards AI …
How to Explain your Machine Learning Predictions with SHAP Values
Author(s): Chetan Ambi SHapley Additive exPlanations Continue reading on Towards AI » Published via Towards AI …
How to get a Data Science Job without Experience
Author(s): George Pipis What you really need to make your job application stand out and start a career as a Data Scientist. Continue reading on Towards AI » Published via Towards AI …
Is Data Science for Me? 14 Self-examination Questions to Consider
Author(s): Benjamin Obi Tayo Ph.D. Before taking the leap onto data science, these questions will help you evaluate if you are ready for the challenges and opportunities Continue reading on Towards AI » Published via Towards AI …
How to Generate Synthetic Data?
Last Updated on November 15, 2020 by Editorial Team Author(s): Fabiana Clemente Data Science A synthetic data generation dedicated repository This is a sentence that is getting to common, but it’s still true and reflects the market's trend, Data is the new …
Learning the Pandas Library from Scratch
Author(s): Charanraj Shetty Basic Guide Tutorial Continue reading on Towards AI » Published via Towards AI …
Getting Valuable Insights and Visualizations from Tweets Using Python and Twint
Author(s): Zijing Zhu my first for-fun data science project Continue reading on Towards AI » Published via Towards AI …
Outlier Detection and Treatment: A Beginner’s Guide
Author(s): Swetha Lakshmanan 8 ways to identify and treat outliers in your data-set using python. Continue reading on Towards AI » Published via Towards AI …
Streamlit – Revolutionizing Data App Creation
Last Updated on November 9, 2020 by Editorial Team Author(s): Shubham Saboo Data Science, Programming An elegant and efficient framework to build and share data apps within minutes. Before starting let's get the fact straight — Every Data Scientist isn’t a good frontend engineer. But …
Principal Component Analysis (PCA) with Python Examples — Tutorial
Source: Derivative from original by Radek Grzybowski on Unsplash An in-depth tutorial on principal component analysis (PCA) with mathematics and Python coding examples Author(s): Saniya Parveez, Roberto Iriondo This tutorial’s code is available on Github and its full implementation as well on Google Colab. …
LIME — Explaining Any Machine Learning Prediction
Author(s): Chetan Ambi Take your first step towards explainable AI using LIME Continue reading on Towards AI » Published via Towards AI …
The 5 Methods to Improve your Communication Skills for Data Science
Author(s): Moeedlodhi The ability to Listen clearly and to Convey clearly is a MUST HAVE Continue reading on Towards AI » Published via Towards AI …
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