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Towards Data Science 08/11/2020 12:20
Zero Local Setup / DeOldify / Colab Notebook. A user-friendly version to convert black-&-white videos to color and auto-export to Google Drive for free. "Haal Kaisa Hai Janaab Ka" Bollywood Song — 1958 and "Beautiful Black & White Hollywood Movie Shots Collection". Following up on my goal of doing things easily , I wanted to try to convert B&W video content with audio over and over again, without having to change code or lose progress due to the free resource session timing out on . Below are the steps — around 10 clicks, enabling you to do just that!
Towards Data Science 08/11/2020 10:57
AutoML Faceoff: 15 Humans VS 2 Machines. Who won? 15 students worked on 8 datasets, trying to beat the performance of 2 leading data science platforms. Find out who won! Blog Authors: ,. There has been a lot of talk about Automated machine learning (AutoML) tools which automates the data science process to automatically generate data-driven insights without the need for data science experts. Sounds promising, but how well do they perform in reality? Can such platforms outperform humans and will data scientists become obsolete? Or can humans defeat machines? In this blog, 15 students worked on 8 datasets with machine learning models, trying to beat the performance of 2 leading data science platforms (H2O and SparkBeyond). The contestants. The
Towards Data Science 08/11/2020 10:17
By — 7 min read. Most people are better at describing the world in language than they are at describing the world in code (well… most people). It would be nice, then, if machine learning could help bridge the gap between the two. By , , , and — 24 min read. This article summarises the approach we used to win the Deep Learning Datathon jointly organised by Nanyang Technological University Singapore & ai4impact. For any queries, do reach out to us on LinkedIn. Photo by Derek Thomson on Unsplash. By — 12 min read. In these exceptional times, the lockdown left many of us with a lot of time to think. Think about the past and the future. Think about our way of life and our achievements. But most importantly, think about what has been and would be our.
Towards Data Science 08/11/2020 10:08
A practical example of using the normal-normal model. Image by Lorenzo Cafaro from Pixabay. Maybe you’re an investor trying to decide whether a stock is worth investing in. Maybe you’ve only recently heard of Bayesian inference and want to get a sense of how it can be applied in the real world. Maybe you’re a seasoned analyst who stumbled upon this article and found the title interesting. Regardless of where you come from, I thank you for giving this piece a read. I’m going to talk about the normal-normal model, one of the foundational models in Bayesian statistics, and how it can be used to estimate the growth rate of a company’s revenue. That estimate can then be used to decide whether or not the company is a worthwhile investment. The firs.

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