PyImageSearch

JANUARY 15, 2024

Home Table of Contents Adversarial Learning with Keras and TensorFlow (Part 2): Implementing the Neural Structured Learning (NSL) Framework and Building a Data Pipeline Adversarial Learning with NSL CIFAR-10 Dataset Configuring Your Development Environment Need Help Configuring Your Development Environment? We open our config.py

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Precisely

JANUARY 18, 2024

Our 2024 mainframe trends recap focuses on modernization and the technologies and trends that can impact your own initiatives. This enables customers to migrate with zero downtime and/or replicate DB2, IMS, and VSAM data from an on-prem mainframe to the AWS cloud in real time. Let’s dive in.

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AWS Artificial Intelligence Artificial Intelligence Cloud Computing 52

IBM Journey to AI blog

OCTOBER 22, 2024

Data is the differentiator as business leaders look to utilize their competitive edge as they implement generative AI (gen AI). Leaders feel the pressure to infuse their processes with artificial intelligence (AI) and are looking for ways to harness the insights in their data platforms to fuel this movement.

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Data Silos Data Pipeline DataOps Business Intelligence 102

ODSC - Open Data Science

JANUARY 30, 2024

Not only does it involve the process of collecting, storing, and processing data so that it can be used for analysis and decision-making, but these professionals are responsible for building and maintaining the infrastructure that makes this possible; and so much more. Think of data engineers as the architects of the data ecosystem.

Data Engineer 52

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ODSC - Open Data Science

DECEMBER 5, 2023

On Wednesday, Peter Norvig, PhD, Engineering Director at Google and Education Fellow at the Stanford Institute for Human-Centered Artificial Intelligence (HAI) spoke about the human side of AI and how we can focus on using AI for the greater good, improving all stakeholders’ lives and the needs of all users. What’s next?

Data Science 98

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AWS Machine Learning Blog

JUNE 13, 2025

Training Data Number of Training Samples Gemma-2-LMSYS-Chat-1M-Synth 240,000 Swallow-Magpie-Ultra-v0.1 In comprehensive evaluations, it has shown superior capabilities compared to OpenAI’s GPT-4o (gpt-4o-2024-08-06), GPT-4o-mini (gpt-4o-mini-2024-07-18), GPT-3.5 (gpt-3.5-turbo-0125), 42,000 Swallow-Gemma-Magpie-v0.1

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IBM Journey to AI blog

FEBRUARY 26, 2024

Increased data pipeline observability As discussed above, there are countless threats to your organization’s bottom line. That’s why data pipeline observability is so important. You can use these reports to accurately track and report your data to ensure regulatory compliance.

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Data Pipeline Data Engineering Data Engineer Data Engineering 112

ODSC - Open Data Science

MAY 9, 2024

With 2024 surging along, the world of AI and the landscape being created by large language models continues to evolve in a dynamic manner. Innovative AI Tools for 2024 Cosmopedia Now think about this. Whether you’re managing data pipelines or deploying machine learning models, Thunder makes the process smooth and efficient.

Machine Learning 52

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IBM Journey to AI blog

AUGUST 12, 2024

Wearable devices (such as fitness trackers, smart watches and smart rings) alone generated roughly 28 petabytes (28 billion megabytes) of data daily in 2020. And in 2024, global daily data generation surpassed 402 million terabytes (or 402 quintillion bytes). ML technologies help computers achieve artificial intelligence.

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IBM Journey to AI blog

MARCH 4, 2024

We have all been witnessing the transformative power of generative artificial intelligence (AI), with the promise to reshape all aspects of human society and commerce while companies simultaneously grapple with acute business imperatives. Financial/criminal: Violations of existing and emerging data and AI regulations.

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AWS Machine Learning Blog

OCTOBER 23, 2024

Recent releases Extended support for more Amazon Bedrock capabilities was made available with the August 2024 release. He has worked with organizations ranging from large enterprises to mid-sized startups on problems related to distributed computing, and Artificial Intelligence.

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ODSC - Open Data Science

JANUARY 2, 2024

Join us in the city of Boston on April 24th for a full day of talks on a wide range of topics, including Data Engineering, Machine Learning, Cloud Data Services, Big Data Services, Data Pipelines and Integration, Monitoring and Management, Data Quality and Governance, and Data Exploration.

Data Engineer 52

Data Engineer Data Engineering Data Engineering Data Engineering 52

ODSC - Open Data Science

FEBRUARY 15, 2024

These systems represent data as knowledge graphs and implement graph traversal algorithms to help find content in massive datasets. These systems are not only useful for a wide range of industries, they are fun for data engineers to work on. So get your pass today, and keep yourself ahead of the curve.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

ODSC - Open Data Science

SEPTEMBER 27, 2024

We’re thrilled to announce our first group of Keynote Speakers, representing the groundbreaking AI companies shaking up the industry including Anthropic, Voltron Data, NVIDIA, Google DeepMind, and Microsoft. Develop the tools to build your future in AI at ODSC West. Learn more about this lineup here!

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Towards AI

MAY 30, 2024

Last Updated on June 3, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow learners. Put a dozen experts (graduates and industry) and 1.5 years of work together, and that’s what you get.

AI 80

AI AI Data Pipeline Deep Learning 80

ODSC - Open Data Science

FEBRUARY 6, 2024

Apache Kafka For data engineers dealing with real-time data, Apache Kafka is a game-changer. This open-source streaming platform enables the handling of high-throughput data feeds, ensuring that data pipelines are efficient, reliable, and capable of handling massive volumes of data in real-time.

Data Engineer 52

Data Engineer Data Engineering Data Engineering Data Engineering 52

ODSC - Open Data Science

APRIL 4, 2024

Find out how to weave data reliability and quality checks into the execution of your data pipelines and more. More Speakers and Sessions Announced for the 2024 Data Engineering Summit Ranging from experimentation platforms to enhanced ETL models and more, here are some more sessions coming to the 2024 Data Engineering Summit.

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Data Visualization Analytics Analytics Big Data Analytics 52

ODSC - Open Data Science

JANUARY 28, 2025

Celebrating ODSCs 10-year milestone, McGovern delved into industry trends, in-demand skills, and emerging roles shaping the field of artificial intelligence as we approach2025. The Open Source vs. Proprietary Debate One of the most discussed topics in 2024 was the competition between open-source and proprietary AI models.

AI 40

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phData

JULY 18, 2024

Large manufacturers are starting to use computer vision artificial intelligence (AI) to detect defects cheaper and more efficiently than using human eyes. Detecting product defects can be time-consuming, costly (both for paying people to catch them and if you don’t catch them soon enough), and tedious.

Machine Learning 52

Machine Learning Machine Learning Natural Language Processing Data Engineering 52

IBM Journey to AI blog

MAY 9, 2024

How can a healthcare provider improve its data governance strategy, especially considering the ripple effect of small changes? Data lineage can help.With data lineage, your team establishes a strong data governance strategy, enabling them to gain full control of your healthcare data pipeline.

Data Governance 85

Data Governance Data Silos Data Quality Predictive Analytics 85

ODSC - Open Data Science

JANUARY 18, 2024

Data engineers will also work with data scientists to design and implement data pipelines; ensuring steady flows and minimal issues for data teams. They’ll also work with software engineers to ensure that the data infrastructure is scalable and reliable. Learn more about the cloud.

Data Engineer 52

Data Engineer Data Engineering Data Engineering Data Engineering 52

databricks

JUNE 12, 2025

This standard simplifies pipeline development across batch and streaming workloads. Years of real-world experience have shaped this flexible, Spark-native approach for both batch and streaming pipelines. 160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025.

SQL 252

SQL Data Engineering Data Engineer Data Engineering 252

PyImageSearch

FEBRUARY 5, 2024

Initializing the Siamese Model for Data Analysis Next, we create our siameseModel using the SiameseModel class as we had done during inference in the previous tutorial. Structuring Data for Siamese Model Evaluation We create two lists to store the faces in our database and their corresponding labels (i.e., faces and faceLabels ).

Database 62

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Precisely

AUGUST 15, 2024

Create an AI-driven data and process improvement loop to continuously enhance your business operations. An increasing number of GenAI tools use large language models that automate key data engineering, governance, and master data management tasks. Let’s dive deeper into data readiness next.

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AWS Machine Learning Blog

SEPTEMBER 24, 2024

An optional CloudFormation stack to deploy a data pipeline to enable a conversation analytics dashboard. Choose an option for allowing unredacted logs for the Lambda function in the data pipeline. This allows you to control which IAM principals are allowed to decrypt the data and view it. For testing, choose yes.

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AWS AI AI Analytics 101

DataRobot Blog

DECEMBER 1, 2022

1 globally by 2024, companies should consider that more marketing does not necessarily lead to more customers acquisition. For example, you could set up a data pipeline that delivers DataRobot predictions to HubSpot to automatically initiate offers within the business rules you set.

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AI AI Machine Learning Machine Learning 52

Pickl AI

DECEMBER 16, 2024

This capability is essential for businesses aiming to make informed decisions in an increasingly data-driven world. In 2024, the global Time Series Forecasting market was valued at approximately USD 214.6 billion in 2024 and is projected to reach a mark of USD 1339.1 billion by 2030.

AI 52

AI AI Machine Learning Machine Learning 52

ODSC - Open Data Science

FEBRUARY 19, 2025

In the world of AI-driven data workflows, Brij Kishore Pandey, a Principal Engineer at ADP and a respected LinkedIn influencer, is at the forefront of integrating multi-agent systems with Generative AI for ETL pipeline orchestration. Data privacy & ethics: AI-driven ETL must adhere to governance frameworks.

ETL 52

ETL AI AI Data Warehouse 52

ODSC - Open Data Science

OCTOBER 13, 2024

Lastly, data version control systems, like lakeFS, allow for a Git-like approach to managing data. By versioning datasets in the same way we version code, data teams can experiment, roll back changes, and merge data pipelines safely, all without duplicating data or slowing down operations.

Data Lakes 40

Data Lakes Database Data Pipeline SQL 40

phData

JULY 5, 2024

The release of ChatGPT in late 2022 introduced generative artificial intelligence to the general public and triggered a new wave of AI-oriented companies, products, and open-source projects that provide tools and frameworks to enable enterprise AI.

AI 52

AI AI Database AWS 52

ODSC - Open Data Science

OCTOBER 16, 2024

The upcoming ODSC West 2024 conference provides valuable insights into the key trends shaping the future of LLMs. 1, From Experimentation to Implementation: Building the LLM-Powered Future The theme of building and deploying LLM applications resonates strongly throughout the ODSC West 2024 lineup.

Data Quality 40

Data Quality AI AI Analytics 40

ODSC - Open Data Science

FEBRUARY 8, 2024

Answering these questions allows data scientists to develop useful data products that start out simple and can be improved and made more complex over time until the long-term vision is achieved. At the strategy level, we are not interested in what technologies we will use for data warehousing, data pipelines, serving models, etc.

Data Science 52

Data Science AI AI Data Scientist 52

AWS Machine Learning Blog

SEPTEMBER 11, 2024

These activities cover disparate fields such as basic data processing, analytics, and machine learning (ML). And finally, some activities, such as those involved with the latest advances in artificial intelligence (AI), are simply not practically possible, without hardware acceleration.

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PyImageSearch

JANUARY 8, 2024

We will understand the dataset and the data pipeline for our application and discuss the salient features of the NSL framework in detail. config.py ) The data pipeline (i.e., My mission is to change education and how complex Artificial Intelligence topics are taught. data.py ) The model architecture (i.e.,

Deep Learning 67

Deep Learning Deep Learning Data Pipeline Computer Science 67

The MLOps Blog

FEBRUARY 27, 2025

Understand your data sources An important part of building ethically sound AI models lies in verifying that your data comes from sources with clear usage rights. Your data pipeline should flag or exclude content from sources with uncertain copyright status.

Machine Learning 64

Machine Learning Machine Learning AI AI 64

PyImageSearch

JANUARY 29, 2024

My mission is to change education and how complex Artificial Intelligence topics are taught. All you need to master computer vision and deep learning is for someone to explain things to you in simple, intuitive terms. And that’s exactly what I do. Gosthipaty, S. Kidriavsteva, and R.

Deep Learning 57

Deep Learning Deep Learning Machine Learning Machine Learning 57

AWS Machine Learning Blog

MARCH 15, 2024

Federation learning to save the day (and save lives) For good artificial intelligence (AI), you need good data. Legacy systems, which are frequently found in the federal domain, pose significant data processing challenges before you can derive any intelligence or merge them with newer datasets.

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