Remove Big Data Remove Deep Learning Remove Internet of Things
article thumbnail

5 Current Trends in Big Data for 2022 and Beyond

Smart Data Collective

The world of big data is constantly changing and evolving, and 2021 is no different. As we look ahead to 2022, there are four key trends that organizations should be aware of when it comes to big data: cloud computing, artificial intelligence, automated streaming analytics, and edge computing.

Big Data 145
article thumbnail

Top 10 IT & Technology Buzzwords You Won’t Be Able To Avoid In 2020

datapine

An important part of artificial intelligence comprises machine learning, and more specifically deep learning – that trend promises more powerful and fast machine learning. An exemplary application of this trend would be Artificial Neural Networks (ANN) – the predictive analytics method of analyzing data.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Top 10 Data Innovation Trends During 2020

Rocket-Powered Data Science

All through these training stages, data privacy is preserved, while allowing for the generation of globally useful, distributable, and accurate models. 7) Deep learning (DL) may not be “the one algorithm to dominate all others” after all.

article thumbnail

Differentiating Between Data Lakes and Data Warehouses

Smart Data Collective

While there is a lot of discussion about the merits of data warehouses, not enough discussion centers around data lakes. We talked about enterprise data warehouses in the past, so let’s contrast them with data lakes. Both data warehouses and data lakes are used when storing big data.

Data Lake 135
article thumbnail

Updated Outlook of the AI Software Development Career Landscape

Smart Data Collective

Tewari pointed out that “OpenAI’s GPT-3 or similar autoregressive language models that use deep learning to create human-like text.” Take the Internet of Things as an example. One poll found that 40% of AI art developers spent their time looking for utilitarian images.

Software 116
article thumbnail

Introducing Cloudera DataFlow (CDF)

Cloudera

One of the most promising technology areas in this merger that already had a high growth potential and is poised for even more growth is the Data-in-Motion platform called Hortonworks DataFlow (HDF). He currently works at Cloudera, managing their Data-in-Motion product line. So, what happens to HDF in the new Cloudera?

IoT 73
article thumbnail

AI this Earth Day: Top opportunities to advance sustainability initiatives

IBM Big Data Hub

Our approach includes applying AI, Internet of Things (IoT), and advanced data and automation solutions to empower this transition. Generative AI refers to deep-learning models that can take raw data and “learn” to generate statistically probable outputs when prompted.

IoT 77