IBM Big Data Hub

APRIL 18, 2024

According to Andreessen Horowitz (link resides outside IBM.com ) , in 2023, the average spend on foundation model application programming interfaces (APIs), self-hosting and fine-tuning models across surveyed companies reached USD 7 million. Example: A student is struggling with a complex math concept.

Cost-Benefit 89

Cost-Benefit Modeling Manufacturing Interactive 89

bridgei2i

APRIL 16, 2021

So welcome to our podcast series Beyond Theory with AI Labs, and I’m your host, Divyansh. Anil: Deep learning systems are essentially large networks with many layers constituting an artificial neuron that fires when a certain set of its input neurons fire. But does nobody really understand how deep learning actually works?

Deep Learning 98

Deep Learning Machine Learning Digital Transformation Software 98

Insight

AUGUST 17, 2020

This summer, we hosted more than 350 Fellows from across 33 different U.S. The remote experience made it much easier to connect and work with Fellows from other locations, and expanded access to Industry Leader Mentor presentations that are generally restricted to Fellows located in the city where the mentor visit is hosted.

Data Science 63

Data Science Data Processing Cost-Benefit Strategy 63

CDW Research Hub

JULY 31, 2019

Level 5 and beyond : at this level, contextual assistants are able to monitor and manage a host of other assistants in order to run certain aspects of enterprise operations. Recent advances in machine learning, and more specifically its subset, deep learning, have made it possible for computers to better understand natural language.

Deep Learning 49

Deep Learning Machine Learning Testing Modeling 49

DataRobot Blog

MAY 26, 2022

However, with the widespread adoption of modern ML techniques, including gradient-boosted decision trees (GBDTs) and deep learning algorithms , many traditional validation techniques become difficult or impossible to apply.

Risk 52

Risk Modeling Metrics Business Objectives 52

Cloudera

SEPTEMBER 12, 2018

Commonwealth Bank of Australia worked with Cloudera to implement a modern data platform with an AI-powered customer decisioning layer that dramatically improves how the bank interacts with its customers. Brian Carpenter , Co-Host, The Hot Aisle Podcast, @intheDC. Connect Products and Services: Toshiba Memory Corporation .

Machine Learning 44

Machine Learning Big Data Data Science Data Warehouse 44

Domino Data Lab

APRIL 3, 2019

Fun fact : I co-founded an e-commerce company (realistically, a mail-order catalog hosted online) in December 1992 using one of those internetworking applications called Gopher , which was vaguely popular at the time. Instead, they refactored their monolithic web apps (e.g., In short, the virtuous cycle is growing. Upcoming Events.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

DataRobot Blog

FEBRUARY 2, 2023

These models are trained on massive amounts of text data using deep learning algorithms. As a result, they have the potential to revolutionize the way that we interact with machines and solve a wide range of machine learning problems. pip install transformers==4.25.1 Simultaneously, they come with clear risks (e.g.,

Modeling 52

Modeling Machine Learning Data Processing Interactive 52

Insight

MARCH 25, 2020

After reading this, I hope you can learn how to build deep learning models using TensorFlow Keras, productionalize the model as a Streamlit app, and deploy it as a Docker container on Google Cloud Platform (GCP) using Google Kubernetes Engines (GKE). In this project, I was curious to see if deep learning approaches?—?specifically

Deep Learning 53

Deep Learning Metrics Data Processing Interactive 53

datapine

NOVEMBER 19, 2019

An important part of artificial intelligence comprises machine learning, and more specifically deep learning – that trend promises more powerful and fast machine learning. They indeed enable you to see what is happening at every moment and send alerts when something is off-trend. Voice-as-User Interface (VUI).

Technology 279

Technology Internet of Things IT IoT 279

Domino Data Lab

MARCH 29, 2021

Some of the key benefits of using Spark for machine learning include: Distributed Learning – Parallelize compute-heavy workloads such as distributed training or hyper-parameter tuning Interactive Exploratory Analysis – Efficiently load large data sets in a distributed manner.

Cost-Benefit 98

Cost-Benefit Machine Learning Testing Interactive 98

Domino Data Lab

JULY 2, 2019

Part of the back-end processing needs deep learning (graph embedding) while other parts make use of reinforcement learning. Here’s a sampler of related papers and articles if you’d like to dig in further: “ Synthesizing Programs with Deep Learning ” – Nishant Sinha (2017-03-25). “ Software writes Software?

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

Domino Data Lab

MAY 8, 2019

Machine learning model interpretability. At CMU I joined a panel hosted by Zachary Lipton where someone in the audience asked a question about machine learning model interpretation. Jupyter Book: Interactive books running in the cloud ” by Chris Holdgraf (2019-03-27). Let’s look through some antidotes.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

DataRobot Blog

DECEMBER 20, 2022

Although the amount of data has been growing exponentially—hosting new variables that may make it possible to have a better picture of location’s future risks and opportunities—the intelligence needed to process all this data and use it to benefit real estate decisions is still relatively nascent.

Management 59

Management Machine Learning Optimization Modeling 59

Domino Data Lab

JULY 9, 2019

He advocated that an impactful ML solution does not end with Google Slides but becomes “a working API that is hosted or a GUI or some piece of working code that people can put to work” Wiggins also dove into examples of applying unsupervised, supervised, and reinforcement learning to address business problems.

Data Science 112

Data Science Machine Learning Advertising Modeling 112

O'Reilly on Data

JANUARY 25, 2021

We’ve explored usage across all publishing partners and learning modes, from live training courses and online events to interactive functionality provided by Katacoda and Jupyter notebooks. Those platforms make web development infinitely more flexible: They make it possible to support a host of devices and screen sizes.

Machine Learning 363

Machine Learning Software Testing Technology 363

Domino Data Lab

SEPTEMBER 9, 2019

We can compare open source licenses hosted on the Open Source Initiative site: In [11]: lic = {} ?lic["mit"] Here’s an interactive visualization for understanding texts: scattertext , a product of the genius of Jason Kessler. deep learning on edge devices. return "n" join(buf)?. sys.exit(-1).

Deep Learning 110

Deep Learning Machine Learning Data Science Visualization 110