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Product Clustering Techniques in Demand Forecasting

DataRobot

Demand forecasting is a common Time Series use case in DataRobot. Using historical sales data, together with data related to product features, calendar of events, and economic indicators, we can produce forecasts of future demand. To improve the performance of such demand forecasting models, we can use several modeling techniques.

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The top 15 big data and data analytics certifications

CIO Business Intelligence

Organization: INFORMS Price: US$200 for INFORMS members; US$300 for nonmembers How to prepare: A list of study courses and a series of webinars are available through registration. Candidates show facility with data concepts and environments; data mining; data analysis; data governance, quality, and controls; and visualization.

Big Data 126
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Enterprise Data Science Workflows with AMPs and Streamlit

Cloudera

Fitting Prophet models with complex seasonalities for electricity demand forecasting. Understanding the technologies underlying these examples – both what they can do, and how they work – relied heavily on exploration and visualization. Exploring how inference works in RetinaNet for object detection.

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COVID-19 Data Spreads like a Virus

Juice Analytics

As I was listening to a Data Visualization Society round table discussion about the responsible use of COVID-19 data (properly distanced and webinar-ed, of course), a few thoughts seemed most relevant. Forecasts are not Predictions (But they’re still useful.) Consider your source (Or: Hey Twitter: SHUT UP!) But it’s not.

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The Art and Science of FP&A Storytelling

Timo Elliott

With advanced analytics, flexible dashboarding and effective data visualization, FP&A storytelling has become both an art and science. You can watch the webinar here (registration required) to learn how to conduct FP&A storytelling in order to enhance fact-based decision making. What typically goes wrong?

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7 Questions for Lutz Jannausch, Head of Business Applications, One Commercial Partner Group at Microsoft Germany

Jedox

We spoke with Lutz Jannausch , Head of Business Applications at Microsoft Germany, about developments in business intelligence, data visualization and integrated planning solutions. They provide the tools to easily prepare data and make it accessible at a glance through visualizations even for users who aren’t numbers-nerds.

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Change The Way You Do ML With Applied ML Prototypes

Cloudera

They need strong data exploration and visualization skills, as well as sufficient data engineering chops to fix the gaps they find in their initial study. The project launches an interactive visualization for exploring the quality of representations extracted using multiple model architectures. Deep Learning for Image Analysis.