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Daily Newsletter — 5th January 2021
IPL Data Analysis Project Walkthrough, 10 AI Failures by Synced & Building a Neural Network from scratch in today’s Data Science Daily 📰
IPL Data Analysis and Visualization — Data Science Project Walkthrough
Watch the walkthrough here 👉 https://youtu.be/WYv1rjU_HM4
Here’s a Data Analysis Project walkthrough on IPL Data from 2008–2019. Join Pratik as he analyses and visualizes the data using Python, Numpy, Pandas, Seaborn and Matplotlib, asking relevant questions along the way such which year had the most number matches played, who has won the most number of man of the match awards etc.
Link to Pratik’s Notebook: https://jovian.ai/pratik2022000/ipl-data-analysis-and-visualization
Check out his Jovian Profile: https://jovian.ai/pratik2022000
2020 in Review: 10 AI Failures by Synced
This is the fourth Synced year-end compilation of “Artificial Intelligence Failures.” Our aim is not to shame nor downplay AI research, but to look at where and how it has gone awry with the hope that we can create better AI systems in the future.
Here’s the complete list:
- AI-Powered ‘Genderify’ Platform Shut Down After Bias-Based Backlash
- 94-Year-Old Granny Hoisted to Use Bank’s Facial Recognition System
- Malfunctioning Service Robots
- Deepfake Bots on Telegram Generate Fake Nudes of Women
- Publication of Study Using AI to “Predict Criminality” Based on Faces Blocked by AI Researchers
Building a Neural Network from Scratch in Python
What is a neural network and how does it remember things and make decisions? This tutorial explores the basic math behind the inner workings of a feed-forward neural net as easily as possible. This video can be considered as a Neural Networks for Dummies video along with an implementation of your very own neural network in Python from scratch.
Video Tutorial: https://youtu.be/51EoNgwoaTo
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