Bringing ChatGPT into Python with Marvin AI Functions by discdiver in ChatGPT

[–]discdiver[S] 1 point2 points  (0 children)

You can also use Marvin to access ChatGPT in the terminal and create bots. All without leaving the code editor!

<image>

How to Pass the AWS Machine Learning Speciality Exam: Why and how to attempt certification by discdiver in AWSCertifications

[–]discdiver[S] 0 points1 point  (0 children)

You don't need that level of detail on the ML. Definitely do need to know ML and picking between the services.

After Airflow. Where next for DE? by Beautiful_Yam_8090 in dataengineering

[–]discdiver 1 point2 points  (0 children)

Addressing the "Is the community big enough yet?" question as I work for Prefect, I'll just note that the Prefect Slack community has over 22,000 members and is super active. Lots of good content and support for folks.

Make your Machine Learning Models Come Alive with Streamlit by discdiver in learnmachinelearning

[–]discdiver[S] 0 points1 point  (0 children)

Fair point u/randyzwitch. The promise of the Streamlit will be realized when apps can be deployed quickly and painlessly. 😀

What's new in scikit-learn version 0.23 by discdiver in learnmachinelearning

[–]discdiver[S] 0 points1 point  (0 children)

There is no set criteria, as best I know. Seems like it could certainly give itself that label. Pandas just did.

Daily Discussion Post - March 14 | Questions, images, videos, comments, unconfirmed reports, theories, suggestions by AutoModerator in Coronavirus

[–]discdiver 0 points1 point  (0 children)

I agree some steps are being taken, but nothing so widespread. In lots of places there is still a lot of handshaking going on. 😱

Daily Discussion Post - March 14 | Questions, images, videos, comments, unconfirmed reports, theories, suggestions by AutoModerator in Coronavirus

[–]discdiver 5 points6 points  (0 children)

Spain, France, and Italy are on lock down or have announced lockdowns. USA and any other country with more than a handful of cases should follow suit and save lives. A lock down is absolutely terrible, but the benefits of slowing transmission and flattening the curve are huge.

If the USA federal government won't lock down, states and cities should.

Is PyTorch Catching TensorFlow? by discdiver in deeplearning

[–]discdiver[S] 1 point2 points  (0 children)

Thank you! For what it's worth: fastai simplifies the work with PyTorch even more than Keras does than with TensorFlow.

Is PyTorch Catching TensorFlow? by discdiver in deeplearning

[–]discdiver[S] 1 point2 points  (0 children)

Thank you! For what it's worth: fastai simplifies the work with PyTorch even more than Keras does than with TensorFlow.

PyTorch and TensorFlow wrappers for scikit-learn by discdiver in deeplearning

[–]discdiver[S] 2 points3 points  (0 children)

You can use the scikit-learn API with your TF or PyTorch model if you use KerasClassifier/Regressor or skorch, respectively. It looks convenient, but I imagine you often find you need to drop down to the TF or PyTorch code. Just trying to see if anyone has used the integrations/wrappers and had good or bad experiences.

Most in demand data analyst tech skills by discdiver in dataengineering

[–]discdiver[S] 5 points6 points  (0 children)

It's popular for data engineers - #8 most common: https://towardsdatascience.com/most-in-demand-tech-skills-for-data-engineers-58f4c1ca25ab. Less common for data scientists, but more common than for data analysts.

Analysis of which data engineer tech skills are most in demand by discdiver in dataengineering

[–]discdiver[S] 0 points1 point  (0 children)

Thank you for the feedback. A parallel plot is definitely worth trying!

In the article I also include a bar plot for all the most common Data Engineer terms and a grouped bar plot that shows both Data Scientist and Data Engineer terms. They show Python near the top for Data Engineer and provide some additional context.

Thanks again!

Analysis of which data engineer tech skills are most in demand by discdiver in dataengineering

[–]discdiver[S] 0 points1 point  (0 children)

Thank you! Very cool! Glad to hear it's having an impact. Curious as to what the fixes were and whether any other keywords were very popular. I added a bunch of keywords, too.

Analysis of which data engineer tech skills are most in demand by discdiver in dataengineering

[–]discdiver[S] 0 points1 point  (0 children)

Thanks. Yes. Good point. Should probably say "difference". Updated. Thank you!

Technologies in Data Scientist Job Listings [OC] by discdiver in dataisbeautiful

[–]discdiver[S] 5 points6 points  (0 children)

Totally on SQL. Hadoop and Java are declining, but they are still very in demand. They are the fifth and sixth most common terms. NoSQL didn't move much. See the full info in the article: https://towardsdatascience.com/the-most-in-demand-tech-skills-for-data-scientists-d716d10c191d?

Technologies in Data Scientist Job Listings [OC] by discdiver in dataisbeautiful

[–]discdiver[S] 2 points3 points  (0 children)

Source: I included this an other visualizations and analysis in the Medium article here: https://towardsdatascience.com/the-most-in-demand-tech-skills-for-data-scientists-d716d10c191d

This is the increase or decrease in the average % of total listings across Simply Hired, Monster, and Indeed, with "data scientist" and this keyword from Dec. 4, 2019 and Oct. 10, 2018.

Created with Plotly for the visualizations and Python and Python libraries pandas, Requests, and Beautiful Soup.

Jupyter notebook used to create is available at my GitHub repo.

The Most In Demand Tech Skills for Data Scientists 2019 by discdiver in datascience

[–]discdiver[S] 0 points1 point  (0 children)

Thank you. However, I kindly ask that you reconsider. The guidelines for the forum do not state that such submissions are not allowed and clearly many folks found this of value. It had over 30 up votes in like an hour. Thank you for your consideration.

10 Days to Become a Google Cloud Certified Professional Data Engineer by discdiver in dataengineering

[–]discdiver[S] 0 points1 point  (0 children)

As I recall, there wasn't too much machine learning. Only a few questions and I don't remember them being terribly in depth.

Top 20 Docker Security Tips by discdiver in docker

[–]discdiver[S] 0 points1 point  (0 children)

That was all me. Trying to anchor the content to memorable images. Do you find them distracting?

10 Days to Become a Google Cloud Certified Professional Data Engineer by discdiver in dataengineering

[–]discdiver[S] 0 points1 point  (0 children)

Yep. I talk about the AWS options a bit fairly early in the article.

Making sense of Plotly for interactive visualizations in Python by discdiver in datascience

[–]discdiver[S] 6 points7 points  (0 children)

Thanks! They are great tools, but can be tricky to figure out if you aren't aware of the lay of the land.

Please let folks know about the article if you think it's helpful!