Using Deep Convolutional Neural Networks (DCNNs) for Time Series Forecasting Using Tensorflow - Part 2

In our last post, we discussed the importance of developing a strong forecasting engine to predict future energy consumption based on data from past energy consumption. We then discussed the suitability of using a Deep Convolutional Neural Network (DCNN) to form accurate predictions and examined how to use this model by converting a series of load data into images. In today’s blog, we explain the codes we’re using for data processing.

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Using Deep Convolutional Neural Networks (DCNNs) for Time Series Forecasting Using Tensorflow - Part 1

Have you ever wondered how to convert a prediction problem into a new format so that you can solve it using available strong forecasting engines? In Part I of this tutorial, I will discuss how to solve one of the most challenging forecasting problems--the next state forecasting trend of electricity consumption--by using a Deep Convolutional Neural Network (DCNN) to process a series of load data that’s been converted into images. This solution enables a possible testing set accuracy of 88%, which is impressive for this type of application. For the programming component, we’ll use Python and Tensorflow.

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How to Configure Payment Systems in Oracle Commerce Cloud

Current retail data indicates that 51% of Americans prefer online shopping to in-store shopping and that e-commerce is growing at an average rate of 23% year-over-year. Because of this, retailers and companies in other diverse verticals have recognized that pursuing online sales is the easiest formula for profit. Establishing a strong online presence, however, often requires the use of multiple tools and procedures to help companies pursue customers, improve processes, and keep an eye on sales conversion rates. What if we told you that there's one comprehensive tool that makes it easy to build a fully-functional e-commerce system from the ground up?

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Creating Extensions and Widgets in Oracle Commerce Cloud

Oracle Commerce Cloud has gained popularity as an optimal platform solution because it provides all the features needed to build a world-class e-commerce website while also allowing for a high level of customization. Today, we’ll discuss how to customize and enhance functionality in your OCC implementation through extensions.

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Simple Product Creation in Oracle Commerce Cloud

An online catalog organizes your products, SKUs, and collections in a manner reflective of the way users navigate to them in your store. The store contains only one catalog, but that catalog can contain any number of collections, which can contain any number of products and associated SKUs. Does a simple solution exist for creating so many entries?

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Why Oracle Commerce Cloud is a Leading E-Commerce Solution

In today's market, the online retail industry is growing quickly. Merely selling products online is no longer enough to guarantee success. Instead, online retailers have to consider how to optimize discounts, flash sales, and promotional events while adapting to consumer demand. 

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