Author Archives: 365Data Science

Labeling Case Study — Agriculture— Pigs’ Productivity, Behavior, and Welfare Image Labeling Facial Recognition Woodrow Wilson Bledsoe, known as the father of facial recognition, developed a system that could recognize faces by using a 10-inch-square tablet with vertical and horizontal coordinates in the 1960s. For the past 60 years, countries across the world have substantially increased the investmentContinue reading “Labeling Case StudyAgriculture Pigs Productivity Behavior and Welfare Image Labeling”

Do you love pandas, but don’t love it when you reach the limits of your memory or compute resources? Dask provides you with the option to use the pandas API with distributed data and computing. Learn how it works, how to use it, and why it’s worth the switch when you need it most. OriginallyContinue reading “Dask and Pandas: No Such Thing as Too Much Data”

A data engineer is a fast-growing profession with amazing challenges and rewards. Which skills do you need to become a data engineer? In this post, we’ll take a look at both hard and soft skills. Originally from KDnuggets https://ift.tt/3e92ud2 source https://365datascience.weebly.com/the-best-data-science-blog-2020/9-skills-you-need-to-become-data-engineer

In this article we will see see how precision and recall are used to calculate the Mean Average Precision (mAP). Originally from KDnuggets https://ift.tt/3rhSBh8 source https://365datascience.weebly.com/the-best-data-science-blog-2020/evaluating-object-detection-models-using-mean-average-precision

Photo by Martin Sanchez on Unsplash Even before the arrival of COVID, it was clear that artificial intelligence would play a role in fighting with it. With the arrival of COVID, the battle began on all fronts. The knowledge needed for the effective defense such as creating vaccines was already there. However, the knowledge is not alwaysContinue reading “The Role Of Artificial Intelligence In The Fight Against COVID”

How you can differentiate yourself from the millions of data scientists with Google’s official certification. Continue reading on Becoming Human: Artificial Intelligence Magazine » Via https://becominghuman.ai/the-tensorflow-certification-get-official-recognition-but-its-hard-3e9b97593245?source=rss—-5e5bef33608a—4 source https://365datascience.weebly.com/the-best-data-science-blog-2020/the-tensorflow-certification-get-official-recognition-but-its-hard

If you are getting started with Machine Learning or Computer Vision, chances are you have heard the term image segmentation. If you are… Continue reading on Becoming Human: Artificial Intelligence Magazine » Via https://becominghuman.ai/3-types-of-image-segmentation-2b4c97ab5f84?source=rss—-5e5bef33608a—4 source https://365datascience.weebly.com/the-best-data-science-blog-2020/3-types-of-image-segmentation

Writing Python code that works for your data science project and performs the task you expect is one thing. Ensuring your code is readable by others (including your future self), reproducible, and efficient are entirely different challenges that can be addressed by minimizing common bad practices in your development. Originally from KDnuggets https://ift.tt/3uQflXD source https://365datascience.weebly.com/the-best-data-science-blog-2020/15-common-mistakes-data-scientists-make-in-python-and-how-to-fix-them

Ray is a popular framework for distributed Python that can be paired with PyTorch to rapidly scale machine learning applications. Originally from KDnuggets https://ift.tt/3bah2qY source https://365datascience.weebly.com/the-best-data-science-blog-2020/getting-started-with-distributed-machine-learning-with-pytorch-and-ray

The top YouTube channels for Data Science; they will help you with Data Science Learning Roadmap for 2021; Another great learning option is Machine Learning Systems Design: A Free Stanford Course; and if you are still using pandas to process large datasets, here are two better options. Originally from KDnuggets https://ift.tt/3roQBUp source https://365datascience.weebly.com/the-best-data-science-blog-2020/kdnuggets-news-21n09-mar-3-top-youtube-channels-for-data-science-data-science-learning-roadmap-for-2021