machine learning
Deep Learning for Autonomous Driving: A Breakthrough in Urban Navigation
This article describes how deep learning autonomous driving and navigation can help make autonomous vehicles a long-awaited reality.
machine learning
2021’s E-commerce Tech Trends: Reinforcement Learning for Dynamic Pricing
Limitations on physical interactions throughout the world have reshaped our lives and habits. And while the pandemic has been disrupting the majority of industries, e-commerce has been thriving. This article covers how reinforcement learning for dynamic pricing helps retailers refine their pricing strategies to increase profitability and boost customer engagement and loyalty. For e-retailers, it […]
machine learning
The Data Science Project Life Cycle Explained
As Covid-19 continues to shape the global economy, analytics and business intelligence (BI) projects can help organisations prepare and implement strategies to navigate the crisis. According to the Covid-19 Impact Survey by Dresner Advisory Services, most respondents believe that data-driven decision-making is crucial to survive and thrive during the pandemic and beyond. This article provides […]
machine learning
Drawing Attention to Climate Change With Interactive Generative Art
Finding creatives ways to put climate change in the limelight is essential to motivating the intensity of participation that delivers action. There are different ways to do so – from drawing attention to climate change at major events including Davos 2020, through to visualise the consequences of a warming globe with the help cutting edge […]
machine learning
Neural Machine Translation With Attention Mechanism: Step-by-step Guide
Neural networks now Neural networks have made significant leaps in the image and natural language processing (NLP) recently. They’ve not only learned to recognise, localise and segment images; they’re now able to effectively translate natural language and answer complex questions. One of the precursors to such massive progress was the introduction of Seq2Seq and neural […]
machine learning
How We Combined Different Methods to Create Advanced Time Series Prediction
Today, businesses need to be able to predict demand and trends to stay in line with any sudden market changes and economy swings. This is exactly where forecasting tools, powered by Data Science, come into play, enabling organizations to successfully deal with strategic and capacity planning. Smart forecasting techniques can be used to reduce any […]
machine learning
Data Science for Targeted Advertising: How to Display Relevant Ads by Leveraging Past User Behavior
Online advertising industry is bigger than you think The past decade has seen a huge growth in online advertising. It is an enormous industry with brands expected to pour over 30 billion of dollars in 2014. Online advertising provides companies with instant feedback and publishers more knowledge about their users. Advertisers are very interested in […]