IBM Journey to AI blog

SEPTEMBER 11, 2023

Forrester’s 2022 Total Economic Impact Report for Data Management highlights the impact Db2 and the IBM data management portfolio is having for customers: Return on investment (ROI) of 241% and payback <6 months. How Db2, AI and hybrid cloud work together AI- i nfused intelligence in IBM Db2 v11.5

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Machine Learning Data Ingestion Automation Data Scientist 263

Unite.AI

AUGUST 5, 2024

In 2022, we began experimenting with Generative AI. This requires having employees on board with continuous learning and adaptability to changes in the process and looking at AI solutions as effective tools to make their day-to-day jobs easier and efficient.

Machine Learning 147

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Pickl AI

SEPTEMBER 18, 2024

Summary: Machine Learning Engineer design algorithms and models to enable systems to learn from data. With high salary prospects and growing demand, this field offers diverse career opportunities and continuous evolution. Introduction Machine Learning is rapidly transforming industries.

Machine Learning 52

Machine Learning Natural Language Processing Algorithm Software Engineer 52

Sebastian Ruder

DECEMBER 1, 2023

  Papers studied different aspects of in-context learning such as whether it persists during training and using a Bayesian perspective.  Papers focused on improving performance on various types of reasoning tasks including pragmatic, graph-based, algorithmic, compositional, and planning-based reasoning.   Chan et al.

LLM 59

LLM Large Language Models NLP Continuous Learning 59

Pickl AI

FEBRUARY 27, 2024

Did you know the overall employment of Financial Analysts is projected to grow 8 % from 2022 to 2032? By harnessing the power of advanced analytics and machine learning algorithms, Financial Analysts can uncover hidden patterns, predict market trends, and identify lucrative opportunities with greater precision.

Big Data 52

Big Data Data Analysis Machine Learning Python 52

Google Research AI blog

NOVEMBER 16, 2022

Such models have demonstrated better scaling in multiple domains and better retention capability in a continual learning setting (e.g., In “ Mixture-of-Experts with Expert Choice Routing ”, presented at NeurIPS 2022 , we introduce a novel MoE routing algorithm called Expert Choice (EC). Expert Gate ).

Algorithm 78

Algorithm Neural Network Natural Language Processing Computer Vision 78

Sebastian Ruder

FEBRUARY 23, 2023

This post gives a brief overview of modularity in deep learning. For modular fine-tuning for NLP, check out our EMNLP 2022 tutorial. Fuelled by scaling laws, state-of-the-art models in machine learning have been growing larger and larger. Soft learned routing.  Soft Continual learning.  During

Deep Learning 52

Deep Learning NLP Computer Vision Metadata 52

Pickl AI

JANUARY 16, 2024

Continuous Learning Commitment to staying updated on industry trends and emerging technologies. Predictive Modeler Harnessing the power of algorithms to forecast future trends, aiding businesses in strategic decision-making. Value in 2022 – $271.83 Value in 2022 – $18.10 billion In 2023 – $307.52

Data Analysis 52

Data Analysis Data Scientist Data Science Machine Learning 52

Unite.AI

DECEMBER 19, 2023

During the training phase, we add “noise,” which changes the raw data from the files we feed into our algorithm, in order to automatically generate slight “mutations,” which are fed in each training cycle during our training phase. Our recent research found there were more ransomware incidents in the first half of 2023 than all of 2022.

Neural Network 147

Neural Network Deep Learning Metadata Auto-classification 147

ML @ CMU

SEPTEMBER 15, 2023

At test time, we optimize only the reconstruction loss Our contributions are as follows: (i) We present an algorithm that significantly improves scene decomposition accuracy for out-of-distribution examples by performing test-time adaptation on each example in the test set independently. (ii)

Machine Learning 75

Machine Learning Continuous Learning Algorithm Computer Vision 75

Heartbeat

NOVEMBER 27, 2023

Disease Diagnosis and Classification Deep learning models have demonstrated remarkable success in disease diagnosis and classification tasks. Learning from large annotated datasets allows these models to identify patterns and features indicative of specific diseases within medical images. References Dylan et al.

Deep Learning 59

Deep Learning Convolutional Neural Networks Neural Network Explainability 59

Snorkel AI

JUNE 27, 2023

Chip Huyen, co-founder and CEO of Claypot AI gave a presentation entitled “Platform for Real-Time Machine Learning” at Snorkel AI’s Future of Data-Centric AI virtual conference in August 2022. I’m a co-founder of Claypot AI, and I assist with machine learning AI systems designed at Stanford. Hello, my name is Chip.

Continuous Learning 52

Continuous Learning AI AI Machine Learning 52

Snorkel AI

JUNE 27, 2023

Chip Huyen, co-founder and CEO of Claypot AI gave a presentation entitled “Platform for Real-Time Machine Learning” at Snorkel AI’s Future of Data-Centric AI virtual conference in August 2022. I’m a co-founder of Claypot AI, and I assist with machine learning AI systems designed at Stanford. Hello, my name is Chip.

Continuous Learning 52

Continuous Learning AI AI Machine Learning 52

Snorkel AI

JUNE 27, 2023

Chip Huyen, co-founder and CEO of Claypot AI gave a presentation entitled “Platform for Real-Time Machine Learning” at Snorkel AI’s Future of Data-Centric AI virtual conference in August 2022. I’m a co-founder of Claypot AI, and I assist with machine learning AI systems designed at Stanford. Hello, my name is Chip.

Continuous Learning 52

Continuous Learning AI AI Machine Learning 52

Chatbots Life

APRIL 30, 2024

million in 2022, is forecasted to soar to approximately USD 2,691.92 It uses advanced algorithms to inspect vehicles and parts with high precision. This continuous learning helps in refining development processes over time. The AI algorithms adapt to changing driving conditions in real-time. million by 2032.

Generative AI 52

Generative AI Artificial Intelligence Artificial Intelligence Chatbots 52

PyImageSearch

DECEMBER 11, 2023

The emphasis was on its philosophy, “Deep Learning for Humans,” making advanced concepts accessible to a broader audience. The first round, conducted in 2022, was a success, and now the second round is being launched. Deep learning is a type of machine learning that uses artificial neural networks to learn from data.

ML 60

ML Deep Learning Machine Learning Chatbots 60

Snorkel AI

MARCH 16, 2023

Dillon Laird is an Engineering Manager at Landing AI where he leads the machine learning team. He presented the session “LandingLens: A Journey in Democratizing AI” at Snorkel AI’s 2022 Future of Data-Centric AI (FDCAI) Conference. We have another loop we call “continuous learning”, which is the deployment part.

Machine Learning 52

Machine Learning ML Auto-complete AI 52

Snorkel AI

MARCH 16, 2023

Dillon Laird is an Engineering Manager at Landing AI where he leads the machine learning team. He presented the session “LandingLens: A Journey in Democratizing AI” at Snorkel AI’s 2022 Future of Data-Centric AI (FDCAI) Conference. We have another loop we call “continuous learning”, which is the deployment part.

Machine Learning 52

Machine Learning ML Auto-complete AI 52

Viso.ai

MARCH 8, 2024

This technology leverages machine learning algorithms to understand and replicate artistic styles, generate novel images, or even collaborate with human artists. These models leverage intricate algorithms and vast training data to produce diverse, complex, and artistically pliable artworks. as of July 2023.

Neural Network 52

Neural Network Natural Language Processing Convolutional Neural Networks Deep Learning 52