Using Machine Learning to Help Protect the Great Barrier Reef in Partnership with Australia’s CSIRO by Megha Malpani and Ard Oerlemans via @TensorFlow

In spite of the costs, machine learning has been successfully used in a variety of conservation projects around the world. Here's an inside look at how the Great Barrier Reef Foundation leveraged the latest technologies to survey, monitor and map reefs at scale.

This is a great example of something good to come out of machine learning which generally gets so much bad press about it taking over jobs.

Why I Stopped Dumping DataFrames to a CSV and Why You Should Too by Avi Chawla via @TDataScience

 It’s time to say goodbye to pd.to_csv() and pd.read_cv

This was really interesting and I was just automatically going to a CSV format whether I actually needed it or not.

How to Run Airflow Locally With Docker by Giorgos Myrianthous via @TDataScience

 A step by step guide for running Airflow with Docker on your local machine.

This is very clear and easy to follow. Well worth a bookmark.

Data Cleaning Toolbox by Olivia Tanuwidjaja via @TDataScience

Compiling the aspects to look out for before analyzing your data.

This is a great checklist and I think could help you not to forget a step or even do something in the wrong order which could also produce wrong results.

WEBINAR: Create Real-Time Object Detection on Low-Power Microcontrollers - 24 May 2022

 

Workshop Series Create Real-Time Object Detection on Low-Power Microcontrollers Register Today Date: Tuesday, May 24, 2022 Time: 9:00 am PDT | 4 pm UTC | 7:00 pm EET Duration: 19 minutes In this IoT Central MicroSession with Edge Impulse, learn how to create a real-time object detection system (FOMO) using low-power microcontrollers. You will learn how to collect a high quality object detection dataset to train and deploy a FOMO model to a microcontroller like the Himax WE-I Plus. Instructor: Jenny Plunkett, Senior Developer Relations Engineer, Edge Impulse Preparation: Free sign-up at https://studio.edgeimpulse.com/signup Register Today

How To Convert Pandas DataFrame Into NumPy Array by Giorgos Myrianthous via @TDataScience

Converting a pandas DataFrame into a NumPy array.

A great guide which shows just how easy it can be to do that conversion.

WEBINAR: Assessing Readiness for Machine Learning in IoT - 19 May 2022

 

Webinar Series Register Today Date: Thursday, May 19, 2022 Time: 10:00 am PDT/ 1:00 pm ET Duration: 60 minutes Presented by: SUMMARY Machine learning is an incredibly powerful technology. The explosion and continued acceleration of machine learning products and ideas puts technology professionals in a position to figure out how machine learning is going to impact their business and their products. The lingering question, “Is my company ready for machine learning?” Is something that requires careful analysis.  In this IoT Central webinar, you will learn: Machine learning fundamentals How ML differs from standard software and product development How you can assess whether your company is ready to get started The secret sauce to a successful machine learning project Navigating the technologies and approaches for the journey By the end of the webinar, you will have the knowledge to know where you are in the journey, understand whether machine learning is a good strategic move for your business, and be inspired to take the next steps forward. Whether your company is already using machine learning and wants to accelerate or if you are brand new to it, the information shared in this webinar will provide you with a plan and greater confidence to proceed.   Speaker: Ben Jacques Software Engineering Manager  SpinDance  Register Today

How to Use Wikipedia as a Data Source by Alan Jones via @TDataScience

How to load information from Wikipedia into Pandas by finding the best team in the English Premier League.

I like that this worked example could be used to do all sorts of things.

8 Visualizations with Python to Handle Multiple Time-Series Data by Boriharn K via @TDataScience

Visualization ideas for coping with overlapping lines in multiple time-series plots.

Some of these ideas are quite neat. Don't stick to the one you prefer the most - some sets of data may suit one of these examples more than the others.

WEBINAR: Unlocking Analytics from your Data Lake with Alteryx and Dremio - 12 May 2022

 

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Unlocking Analytics from your Data Lake with Alteryx and Dremio         REGISTER             Thursday, May 12, 2022   10 am PT | 1 pm ET         Speakers         Josh Milstein Associate Partner Capitalize Analytics Scott Gurney Solutions Architect Dremio         Hi there, Data lake growth has accelerated significantly. Data teams are forced to either build and maintain expensive processes to make the data available for use in proprietary data warehouses, or limit access to data analytics among consumers. In this webinar, Capitalize Analytics will share how Dremio and Alteryx allow data consumers of all skill levels to easily access, explore, and discover insights directly on the data lake with an open lakehouse architecture.

WEBINAR: Assessing Readiness for Machine Learning in IoT - 19 May 2022

 

Webinar Series Assessing Readiness for Machine Learning in IoT Register Today Date: Thursday, May 19, 2022 Time: 10:00 am PDT/ 1:00 pm ET Duration: 60 minutes Presented by: SUMMARY Machine learning is an incredibly powerful technology. The explosion and continued acceleration of machine learning products and ideas puts technology professionals in a position to figure out how machine learning is going to impact their business and their products. The lingering question, “Is my company ready for machine learning?” Is something that requires careful analysis.  In this IoT Central webinar, you will learn: Machine learning fundamentals How ML differs from standard software and product development How you can assess whether your company is ready to get started The secret sauce to a successful machine learning project Navigating the technologies and approaches for the journey By the end of the webinar, you will have the knowledge to know where you are in the journey, understand whether machine learning is a good strategic move for your business, and be inspired to take the next steps forward. Whether your company is already using machine learning and wants to accelerate or if you are brand new to it, the information shared in this webinar will provide you with a plan and greater confidence to proceed. Speaker: Ben Jacques, Software Engineering Manager, SpinDance  Register Today

Boost Performance of Text Classification tasks with Easy Data Augmentation by Satyam Kumar via @TDataScience

Text data augmentation for NLP tasks.

Interesting thoughts and definitely something to try.