Smart Data Collective

AUGUST 17, 2022

But keep in mind one thing which is you have to either replicate the topics in your cloud cluster or you will have to develop a custom connector to read and copy back and forth from the cloud to the application. 5 Key Comparisons in Different Apache Kafka Architectures.

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The MLOps Blog

FEBRUARY 5, 2023

Streaming data is a continuous flow of information and a foundation of event-driven architecture software model” – RedHat Enterprises around the world are becoming dependent on data more than ever. A streaming data pipeline is an enhanced version which is able to handle millions of events in real-time at scale.

Machine Learning 73

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ODSC - Open Data Science

JANUARY 3, 2024

It covers topics such as data collection, organization, profiling, and transformation as well as basic analysis. It covers topics such as database design and normalization, data wrangling, aggregate functions, subqueries, and join operations, and students will learn how to design and write SQL code to solve real-world problems.

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phData

SEPTEMBER 8, 2023

With its unique architecture and feature set, Snowflake offers a multitude of benefits that empower organizations to derive valuable insights and unlock the full potential of their data. Snowflake is built on a unique architecture known as the multi-cluster shared data architecture, which separates compute resources from storage.

Business Intelligence 59

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ODSC - Open Data Science

SEPTEMBER 1, 2023

It covers topics such as data collection, organization, profiling, and transformation as well as basic analysis. The course covers topics such as database design and normalization, data wrangling, aggregate functions, subqueries, and join operations. Interested in attending an ODSC event?

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AWS Machine Learning Blog

MAY 5, 2023

Specifically, we use the example of architecture diagrams for complex images due to their incorporation of numerous different visual icons and text. Understanding the nuances between search queries for similar topics is important to provide relevant results and minimize the effort required from the user to manually sort through results.

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IBM Journey to AI blog

SEPTEMBER 6, 2023

The generative AI tool can also incorporate external factors like weather, upcoming events or the shopper’s location. When an AI foundation model generates off-topic or incorrect content, that behavior is referred to as a hallucination. Thus, the tool has the potential to provide unexpected results.

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ODSC - Open Data Science

SEPTEMBER 28, 2023

SuperDataScience Podcast The most listened-to podcast in the industry, SuperDataScience brings you the latest machine learning, artificial intelligence, and data career topics from across both academia and industry. In lighthearted conversation with renowned guests, host Dr. Jon Krohn cuts through the hype to fuel your professional impact.

Data Scientist 52

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ODSC - Open Data Science

MAY 5, 2023

At ODSC East this May and ODSC Europe this June , you can check out the data engineering track for each event to learn more about these data science cloud options and more data engineering topics.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

AWS Machine Learning Blog

NOVEMBER 22, 2023

The AWS Well-Architected Framework provides a systematic way for organizations to learn operational and architectural best practices for designing and operating reliable, secure, efficient, cost-effective, and sustainable workloads in the cloud. These advantages can enable you to optimize the usage and cost of underlying AI services.

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AWS Machine Learning Blog

APRIL 18, 2024

LMA also provides options for identifying the current meeting topic, and for generating a list of action items with owners and due dates. The following diagram shows the main architectural components and how they fit together at a high level. The summaries are generated from the transcript by Amazon Bedrock. Let’s look at how it works.

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Heartbeat

DECEMBER 7, 2023

I decided to write a series of blogs on current topics: the elements of data governance that I have been thinking about, reading, and following for a while. Data Fabric —  Image Credit Data fabric initially needs data sources like any other known data management architecture. We can call fabric texture or actual fabric.

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ODSC - Open Data Science

AUGUST 11, 2023

Building a Data-Driven Workforce Dominic Bohan | Co-Founder Story | IQ This session will explore how you can equip your entire team with the essential descriptive analytics skill to free up your data experts for more vital work. Whatever your experience level, we have expert-led workshops, tutorials, and talks for you. Check them out below.

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Heartbeat

JULY 6, 2023

The Swin Transformer is a deep learning model architecture that uses a hierarchical approach to perform object recognition in computer vision. At a high level, the Swin Transformer is based on the transformer architecture, which was originally developed for natural language processing but has since been adapted for computer vision tasks.

Deep Learning 59

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ODSC - Open Data Science

NOVEMBER 20, 2023

Bridging the Interpretability Gap in Customer Segmentation Evie Fowler | Senior Data Scientist | Fulcrum Analytics In this talk, you’ll explore a new, hybrid approach which combines the best aspects of both rules-based and machine learning-driven approaches to customer segmentation. Interested in attending an ODSC event?

Data Science 52

Data Science Artificial Intelligence Artificial Intelligence Data Scientist 52

Ocean Protocol

DECEMBER 12, 2023

Inside these pages covered a spectrum of topics from Exploratory Data Analysis (EDA), to the impact of veCRV on the protocol's governance and machine learning models. The challenge produced an average report length of 25 pages amongst competitors.

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IBM Journey to AI blog

MARCH 7, 2023

At Innocens BV, the belief is that earlier identification of sepsis-related events in newborns is possible, especially given the vast amount of data points collected from the moment a baby is born. Sepsis or bloodstream infection is life threatening and a common complication when admitted in a Neonatal Intensive Care Unit (NICU).

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Flipboard

MARCH 13, 2023

With this pipeline, what once was Jupyter notebook-driven ML research is now an automated process deploying models to production with little manual intervention from data scientists. Solution overview The following diagram illustrates the ML platform architecture.

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AWS Machine Learning Blog

OCTOBER 26, 2023

For more information on this topic, refer to the Amazon Kendra Developer Guide. His areas of depth span Machine Learning, app/mobile dev, event-driven architecture, and IoT/edge computing. His interests are software architecture and build tools on cloud computing. Then complete the following steps.

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Towards AI

FEBRUARY 21, 2023

improvement in recall over our random sample, using a purely data-centric metric-driven approach. In that vein, we look for a simpler question we can pose and subsequently test on the topic of AI self-improvement: Can we find an avenue by which we can examine if one AI system can iteratively improve another AI system?

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IBM Data Science in Practice

MARCH 8, 2023

While this investment has driven progress and innovation in the field, it has also given rise to a new problem. In the event of a problematic AI model, it can be challenging to determine the root cause. In regards to the challenge of operationalizing machine learning, this problem prompted a surge of investment to find a solution.

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AWS Machine Learning Blog

NOVEMBER 7, 2023

Large language models (LLMs) with their broad knowledge, can generate human-like text on almost any topic. This synergy enables more accurate topic modeling, content recommendation, and semantic search capabilities. The following diagram shows the architecture of a generative AI application using the RAG approach.

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ODSC - Open Data Science

APRIL 6, 2023

5 Reasons Why People Drop Out of Data Science Bootcamps Data science bootcamps are designed to be a crash course in the topic, yet there are still a few reasons why people drop out of them. Here’s How You Can Spend Your Week Across the week of ODSC East 2023, you can attend training sessions, networking events, and more. Here’s why.

Data Science 52

Data Science AI AI Machine Learning 52

Google Research AI blog

FEBRUARY 14, 2023

Posted by Kendra Byrne, Senior Product Manager, and Jie Tan, Staff Research Scientist, Robotics at Google (This is Part 6 in our series of posts covering different topical areas of research at Google. You can find other posts in the series here.) Performer-MPC provides 8 ms latency for the 8.3M

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Algorithm System Architecture Deep Learning Deep Learning 139

DataSeries

MARCH 1, 2023

ChatGPT is an AI-driven natural language processing (NLP) model that uses big data and generative pre-training (GPT) to learn how to generate natural language responses to user input. Event Management Chatbot: ChatGPT can be used to create an event management chatbot that can help event organizers manage their events.

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Heartbeat

DECEMBER 22, 2023

You can set up the toolkit as follows: search = DuckDuckGoSearchAPIWrapper() search_tool = Tool(name="Current Search", func=search.run, description="Useful when you need to answer questions about nouns, current events or the current state of the world." " ) tools = [search_tool] ?

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AWS Machine Learning Blog

FEBRUARY 15, 2024

Industrial companies increasingly look at data analytics and data-driven decision-making to increase resource efficiency across their entire portfolio, from operations to performing predictive maintenance or planning. The following diagram illustrates the solution architecture.

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ML ML AWS Data Science 91

ODSC - Open Data Science

JANUARY 29, 2024

Think of them as architects of language-driven AI. Many tools and topics we know are popular have yet to make it here. Transformers Transformers is a well-known model architecture used in most modern LLMs. LangChain’s architecture supports the integration of chains and agents, allowing complex task executions.

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Dataconomy

JUNE 15, 2023

Amidst all the excitement, it’s important to approach the topic with an objective perspective, as there have been numerous exaggerated promises and unfounded worries that occasionally make their way into discussions. By learning from large amounts of data, machines can automatically adapt and improve their performance over time.

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Heartbeat

JUNE 26, 2023

After finishing our project, this app will look like this: Cancer Detection App (Video by Author) Here are the topics we’ll cover in this blog: What are PyTorch-Lightning & Comet ML? In this section, we’re going to create our model architecture for image classification. This architecture is often used for image classification.

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Dataconomy

APRIL 13, 2023

“This program, driven by GPT-4, chains together LLM ‘thoughts’, to autonomously achieve whatever goal you set. — ChaosGPT (@chaos_gpt) April 5, 2023 Reminder : GPT-4 is a deep neural network that can generate natural language texts on various topics and domains, given some input or prompt.

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Snorkel AI

JUNE 7, 2023

Instead of having one big model, programmers will be able to network together several models in different architectures. Data-Driven Government: A Fireside Chat with the Former U.S. Data-Driven Government: A Fireside Chat with the Former U.S. You probably need an AI to glue them all together, to be honest,” Mostaque said.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

By using the Well-Architected Framework and the IDP Well-Architected Custom Lens, you will learn about operational and architectural best practices for designing and operating reliable, secure, efficient, cost-effective, and sustainable workloads in the cloud. This means you’ll need to select your management pattern accordingly.

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Mlearning.ai

MAY 16, 2023

There are various architectural design patterns in data engineering that are used to solve different data-related problems. This article discusses five commonly used architectural design patterns in data engineering and their use cases. The events can be published to a message broker such as Apache Kafka or Google Cloud Pub/Sub.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

AWS Machine Learning Blog

MAY 15, 2024

Solution overview The following diagram illustrates the application architecture. For the educator, when the sign-up is complete, Amazon Cognito invokes the Lambda function called CognitoPostSignupFn to subscribe the educator to an Amazon Simple Notification Service (Amazon SNS) topic. The JSON file is returned to API Gateway.

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Heartbeat

APRIL 4, 2023

VGG-19 is a deep CNN architecture that consists of 19 layers, including convolutional layers, pooling layers, and fully connected layers. Conclusion Neural Style Transfer is a fascinating topic in the field of computer vision, and it has opened up new possibilities for the creative use of images.

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AWS Machine Learning Blog

APRIL 25, 2024

The following diagram illustrates the solution architecture. These services are designed for scalability, event-driven architectures, and efficient resource utilization. The model is deployed on SageMaker as an asynchronous endpoint setup, providing efficient and scalable processing of diarization tasks.

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