Data Science
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15 hot tech skills getting hotter -- no certification required
Employers are apt to invest more often in cash premiums for noncertified tech skills compared to certifications. Here are a few they’re coveting the most now and going forward.
For data scientists, drudgery is still job #1
Data cleaning and preparation still eats up nearly half the workload of data scientists, according to Anaconda’s new survey
Kaggle: Where data scientists learn and compete
By hosting datasets, notebooks, and competitions, Kaggle helps data scientists discover how to build better machine learning models
3 ways to apply agile to data science and dataops
Take an agile approach to dashboards, machine learning models, cleansing data sources, and data governance
Data science during COVID-19: Some reassembly required
Most likely, the assumptions behind your data science model or the patterns in your data did not survive the coronavirus pandemic. Here’s how to address the challenges of model drift
Julia vs. Python: Which is best for data science?
Python has turned into a data science and machine learning mainstay, while Julia was built from the ground up to do the job
How data analysis, AI, and IoT will shape the post-pandemic ‘new normal’
Only a common public health infrastructure of AI, cloud computing, streaming, and the Internet of Things can marshal our data against pandemics
6 Python libraries for parallel processing
Want to distribute that heavy Python workload across multiple CPUs or a compute cluster? These frameworks can make it happen
How to move data science into production
With new Integrated Deployment extensions, data scientists can capture entire KNIME workflows for automatic deployment to production or reuse
The best free data science courses during quarantine
6 excellent online courses and one book to learn statistics, machine learning, and deep learning while you’re locked in the house
GPipe and PipeDream: Scaling AI training in every direction
New frameworks Google GPipe and Microsoft PipeDream join Uber Horovod in distributed training for deep learning
![Do More With R [video teaser/video series] - R Programming Guide - Tips & Tricks](https://images.idgesg.net/images/article/2018/05/do_more_with_r_teaser-100758232-small.3x2.jpg)
Dplyr across: First look at a new Tidyverse function
See how to use dplyr to run functions across multiple columns at once. You can even run more than one function in the same line of code
Kaggle calls data scientists to action on COVID-19
In newest challenge, Kaggle asks AI researchers to apply machine learning tools and techniques to answering questions about COVID-19
Review: Nvidia’s Rapids brings Python analytics to the GPU
An end-to-end data science ecosystem, open source Rapids gives you Python dataframes, graphs, and machine learning on Nvidia GPU hardware
Interested in machine learning? Better learn PyTorch
Don’t look now, but easy, straightforward PyTorch has become the hottest product in data science
Interested in machine learning? Better learn PyTorch
Don’t look now, but easy, straightforward PyTorch has become the hottest product in data science
How to keep bias out of your AI models
AI models are empty, neutral machines. They will acquire a bias when trained with biased data
2 cloud and AI myths you shouldn’t believe
If you think the cloud will drive data centers to extinction and that AI projects are doomed to fail, think again
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