O'Reilly on Data

SEPTEMBER 15, 2020

User stakeholders are interested in benefiting from the platform’s functionality: staying up-to-date, quickly finding new people and topics to follow, and engaging with family and friends. Customer stakeholders are the people and companies that advertise on the platform, and are most concerned with ROI on their ad spend.

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

Cloudera

SEPTEMBER 20, 2021

R s = R 1 * R 2 … R n. R S is the Reliability of the total system. R 1 , R 2 , R n… is the reliability of each component in the system 1 being the first, 2 being the second and n being however many n components there are. . R s = 1 - (1 -R 1 ) *(1-R 2 ) … (1-R n ).

Data Processing 116

Data Processing Software IT 116

Smart Data Collective

AUGUST 1, 2022

The topics are categorized, making them easy to find. The key here is knowing which subreddits cater to algorithmic traders, and some of the best ones include r/algotrading , r/algorithmictrading , and r/python. R/algotrading is the most popular algorithmic trading subreddit, with 1.5 million members. community.

Cost-Benefit 126

Cost-Benefit Machine Learning Marketing Strategy 126

Dataiku

AUGUST 13, 2021

To help them do so in practice — and raise awareness for some of the pitfalls they may encounter — we held a webinar on the topic that focused on the tradeoffs between white-box and black-box models, fairness and explainability concepts both broadly and in Dataiku , and why Dataiku’s R&D team chose the path they did for explainable AI features (..)

Machine Learning 111

Machine Learning Modeling 111

CIO Business Intelligence

APRIL 25, 2022

The course includes instruction in statistics, machine learning, natural language processing, deep learning, Python, and R. The 12-week full-stack data science course dives deeper into certain topics, focusing more heavily on deep learning, web development tools, and big data infrastructures. On-site courses are available in Munich.

Data Science 145

Data Science Machine Learning Deep Learning Statistics 145

Data Science 101

MAY 20, 2019

These are my memories of the topics on the exam. Below is a breakdown of the topics I remember from the exam. These are topics which would be covered in a traditional machine learning course. Here are some of the specific topics I remember. The following topics were not covered on my exam. General Overview.

Data Science 111

Data Science Machine Learning Deep Learning Testing 111

Jen Stirrup

SEPTEMBER 30, 2021

You can read more on this topic in Jen Stirrup’s interview with SAS here. AzureML allows for R and Python coding, and the advantage of using R and Python in the cloud is that we can scale up or down when we need to in response to the data speed and volumes. It is also not human-inspired (Taken from DataRobot here).

Business Intelligence 135

Business Intelligence Data mining Machine Learning Testing 135

AWS Big Data

JUNE 24, 2024

Using this information, the client connects to the appropriate broker for the topic or partition that it needs to send to or fetch from. The following diagram shows the default bootstrap and topic or partition connectivity between a Kafka client and MSK broker. You have two options when using a custom domain name with Amazon MSK.

Advertising 115

Advertising Data Processing Metadata Management 115

O'Reilly on Data

FEBRUARY 11, 2020

We suspected that data quality was a topic brimming with interest. Most popular open source programming and analytic environments (Jupyter Notebooks, the R environment, even Linux itself) support data provenance via built-in or third-party projects and libraries. Key survey results: The C-suite is engaged with data quality.

Data Quality 363

Data Quality Metadata Data Governance Publishing 363

CIO Business Intelligence

JULY 31, 2024

We’ve been leveraging predictive technologies, or what I call traditional AI, across our enterprise for nearly two decades with R&D and manufacturing, for example, all partnering with IT. So our R&D teams are always looking for the next molecule or a new way to solve a customer problem. This work is not new to Dow.

Manufacturing 122

Manufacturing Cost-Benefit Digital Transformation Forecasting 122

O'Reilly on Data

MARCH 24, 2020

” Researchers at Google AI have adapted Snorkel to label data at industrial/web scale and demonstrated its utility in three scenarios: topic classification, product classification, and real-time event classification. 9] Such as R Markdown and Jupyter Notebooks. [10] Snorkel doesn’t stop at data labeling.

Machine Learning 364

Machine Learning Statistics Data Quality Data Collection 364

AWS Big Data

JUNE 14, 2023

For a tiered storage enabled topic, configure local retention accordingly to reduce network attached storage usage. With tiered storage, some consumer groups might be consuming from remote. Monitor this metric and generate an alarm if the metric reaches or exceeds 60%.

Metrics 98

Metrics Cost-Benefit Testing Optimization 98

DataKitchen

APRIL 13, 2021

DataOps is a hot topic in 2021. Lenses — The enterprise overlay for Apache Kafka R & Kubernetes. Download the 2021 DataOps Vendor Landscape here. Read the complete blog below for a more detailed description of the vendors and their capabilities. Infoworks — Use big data automation to simplify data engineering and DataOps.

Testing 300

Testing Machine Learning Consulting Data Science 300

AWS Big Data

NOVEMBER 9, 2023

Queues and topics – Queues and topics come from various integration applications that generate data in real time. Fargate – Fargate is used to deploy Java consumer applications that ingest data from source topics and queues in real time. The data typically encompasses all transactions and operations that the business engages in.

Data Warehouse 126

Data Warehouse Testing Data Quality Reporting 126

The Data Visualisation Catalogue

MAY 27, 2024

js Datawrapper R (ggplot2, cartogram, sf) Scimago Graphica Vega Examples An Atlas Of Pollution: The World In Carbon Dioxide Emissions. Scottish referendum: How complacency nearly lost a united kingdom — Financial Times Unfiltered News: Topics and places the world is reporting on right now. Infographic List A Map of Olympic Medals.

Snapshot 87

Snapshot Reporting IT Visualization 87

CIO Business Intelligence

OCTOBER 16, 2024

As for autonomous AI research and development, he was asked how Anthropic decides at which point what they have created crosses over from being a competitive advantage for their R&D team into a clear and present danger to humanity.

Risk 117

Risk IT Measurement Modeling 117

O'Reilly on Data

MARCH 7, 2019

BP- 128/82, P- 82, R-18 I/O- 3000ml NS IV / 200ml out via foley, 800ml on own, in past 24 hours. David Blei on “Topic models: Past, present, and future”. The Boston Scientific SCS System is FDA-approved. Postop (from "Objective" section of a SOAP note ): Vitals- Tmax: 99.8, General- laying in bed, appears comfortable.

Deep Learning 279

Deep Learning Testing Machine Learning Modeling 279

AWS Big Data

MAY 3, 2023

Flexibility – This consumer application can be reused for any new topics without having to build the entire consumer application again. Consumption patterns – To receive, store, and consume data efficiently, it’s important to design Kafka topics depending on messages and consumption patterns.

IoT 111

IoT Internet of Things Data Transformation Management 111

AWS Big Data

SEPTEMBER 6, 2023

They can handle API requests and relay them to Kafka topics instantly. It then communicates with the MSK Serverless Kafka topic using IAM access control. You can also utilize Lambda on the consumer side of MSK Serverless topics, bypassing the Java requirement on the consumer side.

Testing 116

Testing Metadata Cost-Benefit Internet of Things 116

AWS Big Data

JULY 31, 2024

zip -r python_modules.zip. Muthu is interested in the topics of networking and security, and is based out of Austin, Texas. Run the following commands in AWS Cloudshell. mkdir lambda_layers cd lambda_layers mkdir python cd python pip install requests -t./ pip install requests_auth_aws_sigv4 -t./ x Create a function with Python 3.x

Visualization 115

Visualization Dashboards Testing Publishing 115

FineReport

NOVEMBER 26, 2019

Although this is a commonplace topic, it is really important, and I have been working hard to pursue the answer to this ultimate problem. R & Python. R and Python are the third type of tools I want to talk about. For example, R and Python are the indispensable tools for data scientists. Which is better?

Data Analytics 98

Data Analytics Analytics Statistics Visualization 98

CIO Business Intelligence

APRIL 22, 2022

A PhD proves a candidate is capable of doing deep research on a topic and disseminating information to others. Data science teams make use of a wide range of tools, including SQL, Python, R, Java, and a cornucopia of open source projects such as Hive, oozie, and TensorFlow. Data science tools.

Data Science 140

Data Science Statistics Machine Learning Visualization 140

CIO Business Intelligence

JANUARY 24, 2023

In a recent “fireside chat” on the topic of sustainable transportation, Erik Ekudden, CTO of Ericsson, and Christian Levin, CEO of Scania, discussed the importance of 5G connectivity and digitalisation in helping companies meet their net-zero goals.

Digital Transformation 94

Digital Transformation Manufacturing Sales Technology 94

The Data Visualisation Catalogue

JANUARY 24, 2022

Detecting Dynamics of Hot Topics with Alluvial Diagrams: A Timeline Visualization (2017). Like the Rosvall and Bergstrom paper, this article analyses the connections in scientific research but uses a different technique of focusing on the “hot topics” instead of citations. By Wenjing Ruan, Haiyan Hou and Zhigang Hu.

Visualization 84

Visualization Reporting Modeling IT 84

AWS Big Data

AUGUST 7, 2024

Create a Python shell job in AWS Glue to create a topic and push messages to Kafka. aws acm-pca get-certificate --certificate-authority-arn Private-CA-ARN --certificate-arn Certificate-ARN | jq -r '.Certificate Create a Java keystore (JKS) file and generate a client certificate and private key. Create a Kafka connection in AWS Glue.

Metadata 105

Metadata Visualization Internet of Things Management 105

CIO Business Intelligence

APRIL 27, 2022

Beverly Kaye tackled that question head-on, offering key lessons from her years of research and writing on the topic of talent retention. Dr. Beverly Kaye Dr. Kaye is CEO and Founder of Bev Kaye & Company, where she consults with companies on topics such as career development, employee engagement, and retention.

Strategy 105

Strategy Consulting Interactive Management 105

AWS Big Data

SEPTEMBER 5, 2024

example.com:9092' TOPIC 'iot-telemetry-topic' REGION 'us-east-1' IAM_ROLE 'arn:aws:iam::123456789012:role/RedshiftRoleForMSK'; Create a materialized view in Amazon Redshift: Define a materialized view that maps the Kafka topic data to Amazon Redshift table columns. example.com:9092,broker-2.example.com:9092'

IoT 111

IoT Data Warehouse Cost-Benefit Reporting 111

CIO Business Intelligence

AUGUST 21, 2023

That early work in research and development eventually led Swanson to a new career opportunity: heading up IT for J&J’s pharmaceutical R&D unit — a move that enabled Swanson to combine his experience in science and technology in support of a mission-based company, something that has been at the center of his career decisions ever since.

Digital Transformation 98

Digital Transformation Technology Management Interactive 98

Domino Data Lab

DECEMBER 2, 2020

Use the denpro R package. Before we can discuss density-based clustering, we first need to cover a topic that you may have seen in a topology course: ?-neighborhoods. Consider the point r (the black dot) that is outside of the point p ‘s neighborhood. See the R file, denpro.R, R 2 where R = 1, so v d = ?,

Metrics 116

Metrics KDD Testing Machine Learning 116

AWS Big Data

OCTOBER 20, 2023

MSK Connect will be able to receive CDC records and updates to the database will be available in the MSK topic. Consume messages from the MSK topic To consume messages from the MSK topic, run the Kafka consumer on the MSK_Client EC2 instance available in the MSK VPC. SSH to the MSK_Client EC2 instance.

Data Processing 115

Data Processing Snapshot Data Warehouse Management 115

Jen Stirrup

JUNE 16, 2020

I’m excited to announce that I’m speaking on various topics in July 2020 and here is a roundup. R provides a range of functionality in machine learning, but we need to expose its richness in a world where it is made accessible to decision makers. Topics include: – how can you choose which chart to choose, and when?

Statistics 65

Statistics Visualization Machine Learning Business Intelligence 65

AWS Big Data

DECEMBER 13, 2023

Debezium MySQL source Kafka Connector reads these change events and emits them to the Kafka topics in Amazon MSK. Amazon Redshift then read the messages from the Kafka topics from Amazon MSK using Amazon Redshift Streaming feature. Amazon Redshift stores these messages using materialized views and process them as they arrive.

Data Warehouse 116

Data Warehouse Snapshot Data Processing Internet of Things 116

The Data Visualisation Catalogue

JANUARY 24, 2023

So I finally got around to looking into ChatGPT and while I may be a month or so behind, it has allowed me to see what others are saying on this topic before I write about it. Despite this, ChatGPT can point you in the right direction if you ask it to find a data source or dataset on a topic.

Visualization 113

Visualization Interactive Data-driven Testing 113

Sisense

DECEMBER 9, 2019

When you’re identifying those buckets, you want to look for general topics that are only answered by combining a few of the individual questions. Using the same color for all the charts related to one topic of your dashboard is a shortcut to making sure all of that information is digested together.

Dashboards 97

Dashboards Visualization KPI Strategy 97

Depict Data Studio

MARCH 14, 2019

I love r edesigning pie charts , in particular. For example, you may choose to focus on research topic A with a dark-light contrast. You could produce seven mini charts, one for each of the seven research topics. It’s 3.14— Happy Pi (e Chart) Day! At the very least, we’d need to collapse the seven slices into just two slices.

Visualization 82

Visualization Dashboards Reporting IT 82

Sisense

JANUARY 1, 2020

SQL, Python, and R — Why You Need a Unified Analytics Stack. Python and R have emerged as the premier languages for machine learning and advanced analytics. He’s written for Amazon, CB Insights, and others, on topics ranging from ecommerce and VC investments to crazy product launches and top-secret startup projects.

Analytics 98

Analytics Digital Transformation Data Warehouse Dashboards 98

AWS Big Data

FEBRUARY 7, 2024

Muthu is interested in the topics of networking and security, and is based out of Austin, Texas. He enables global enterprise customers in their digital transformation journey and helps architect cloud native solutions. Muthu Pitchaimani is a Search Specialist with Amazon OpenSearch Service.

Dashboards 111

Dashboards Data Processing Metadata Consulting 111