Allen Holub

FEBRUARY 28, 2019

I’m often contacted by someone who says: We could really use your training (or consulting services). The first answer is that I provide some of the highest quality training and consulting available, and there are plenty of examples of my work… The post Training is expensive (Not)! Do you have any tips?

Availability 40

Availability 40

The Netflix TechBlog

MARCH 7, 2024

In addition to Spark, we want to support last-mile data processing in Python, addressing use cases such as feature transformations, batch inference, and training. There are several ways to provide explainability to models but one way is to train an explainer model based on each trained model.

Systems 226

Systems Media Cache Open Source 226

DZone

MARCH 1, 2024

This streamlines the process of building AI-powered APIs by reducing the need for manual intervention in model training and deployment. Key Trends and Advancements AutoML for APIs AutoML (Automated Machine Learning) tools are increasingly being used to automate the development of machine learning models that can be exposed through APIs.

Healthcare 256

Healthcare Technology Technology Processing 256

Dynatrace

JANUARY 30, 2024

Furthermore, AI can significantly boost productivity if employees are properly trained on how to use the technology correctly. “It’s But if you don’t take the time to train the workforce in the programs or the systems you’re bringing online, you lose that effectiveness.

Artificial Intelligence 198

Artificial Intelligence Government Innovation Programming 198

Tasktop

FEBRUARY 20, 2020

Meet Jason Grodan, a Software Training Specialist at Tasktop! We spoke to Jason about the different training classes Tasktop offers, bouldering, and what it’s like to work from home. My role at Tasktop is a ‘Software Training Specialist’. We provide training for Customers and Partners as well as new employees.

Software 52

Software Software Software Engineering Infrastructure 52

The Netflix TechBlog

NOVEMBER 13, 2023

Practical use cases for speech & music activity Audio dataset preparation Speech & music activity is an important preprocessing step to prepare corpora for training. Content, genre and languages Instead of augmenting or synthesizing training data, we sample the large scale data available in the Netflix catalog with noisy labels.

Architecture 224

Architecture Energy Benchmarking Processing 224

DZone

AUGUST 30, 2023

This article provides an in-depth exploration of advanced hyperparameter tuning methods, including Population-Based Training (PBT), BOHB, ASHA, TPE, Optuna, DEHB, Meta-Gradient Descent, BOSS, and SNIPER. These settings are determined before training and include factors like learning rates, batch sizes, and the number of hidden layers.

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Tuning Government Network Processing 141

O'Reilly

MARCH 26, 2024

TL;DR LLMs and other GenAI models can reproduce significant chunks of training data. Specific prompts seem to “unlock” training data. Generative AI Has a Plagiarism Problem ChatGPT, for example, doesn’t memorize its training data, per se. This is the basis of The New York Times lawsuit against OpenAI. They are dream machines.

Artificial Intelligence 109

Artificial Intelligence Social Media Google Internet 109

Dynatrace

MAY 30, 2023

Training & Certification Award DXC has stood out this year, with 50 individuals becoming Dynatrace Certified across Associate and Professional levels, and this award is a testament to that continued investment in training and enablement with Dynatrace.

Innovation 208

Innovation AWS Cloud DevOps 208

Dotcom-Montior

NOVEMBER 27, 2018

This is the first online performance engineering training for developers, architects, QA, and test engineers. This training fits perfectly into the shift left philosophy and attendees will learn how to avoid many performance pitfalls.…

Development 40

Development Performance Education Engineering 40

Dynatrace

JANUARY 31, 2024

Augmenting LLM input in this way reduces apparent knowledge gaps in the training data and limits AI hallucinations. The LLM then synthesizes the retrieved data with the augmented prompt and its internal training data to create a response that can be sent back to the user. million AI server units annually by 2027, consuming 75.4+

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Cache Azure Infrastructure Monitoring 202

Dotcom-Montior

NOVEMBER 27, 2018

This is the first online performance engineering training for developers, architects, QA, and test engineers. This training fits perfectly into the shift left philosophy and attendees will learn how to avoid many performance pitfalls. The screenshot below highlights how Performetriks guides your team through this training.

Development 40

Development Performance Education Best Practices 40

Dynatrace

JANUARY 4, 2024

While this approach can be effective if the model is trained with a large amount of data, even in the best-case scenarios, it amounts to an informed guess, rather than a certainty. Because IT systems change often, AI models trained only on historical data struggle to diagnose novel events. That’s where causal AI can help.

Government 197

Government Analytics Benchmarking Storage 197

Dynatrace

NOVEMBER 3, 2023

Hands-on training session at PERFORM (January/February 2024) During our annual PERFORM conference , there will be a Hands-on Training (HoT) Session about Dynatrace Extensions on how to migrate to Extension Framework 2.0. Timeline of migration to Extension Framework 2.0 We will also release an SDK for our customers in the future.

Scalability 244

Scalability Technology Technology Availability 244

DZone

JANUARY 29, 2024

AI models often mirror the data on which they are trained. The emergence of bias in artificial intelligence (AI) presents a significant challenge in the realm of algorithmic decision-making. It can unintentionally include existing societal biases, leading to unfair outcomes.

Artificial Intelligence 161

Artificial Intelligence Monitoring Processing 161

DZone

MAY 22, 2023

Given the temporal dependency of the data, traditional validation techniques such as K-fold cross-validation cannot be applied, thereby necessitating unique methodologies for model training and validation.

Strategy 286

Strategy Engineering 286

Dynatrace

MAY 23, 2022

Training & Certification Award, NORAM. Achieving and retaining certifications is an important aspect of partnering with Dynatrace, and our winner of the NORAM Training & Certification Award – Arctiq – has demonstrated continued success in this department. Training & Certification Award, LATAM. RFO of the Year.

Games 204

Games Innovation Energy Cloud 204

DZone

MAY 7, 2023

It’s a shorter version of a ScyllaDB University (self-paced free training) lab. The following tutorial walks you through how to use Spring Boot apps with ScyllaDB for time series data, taking advantage of shard-aware drivers and prepared statements.

Storage 273

Storage Servers Testing 273

DZone

AUGUST 9, 2023

Traditional approaches often need help operationalizing ML models due to factors like discrepancies between training and serving environments or the difficulties in scaling up. Machine learning (ML) has seen explosive growth in recent years, leading to increased demand for robust, scalable, and efficient deployment methods.

Scalability 246

Scalability Best Practices Open Source Virtualization 246

O'Reilly

OCTOBER 30, 2023

These include: What data sources the model is trained on. The recent discovery (documented by an exposé in The Atlantic ) that OpenAI, Meta, and others used databases of pirated books, for example, highlights the need for transparency in training data. Policy on use of user data for further training. Operational Metrics.

Energy 118

Energy Internet Internet Metrics 118

Dynatrace

MARCH 13, 2024

Corporate accountability: It is the organizational board of directors and executives’ responsibility to actively oversee, formally endorse, and actively participate in comprehensive training programs concerning the organization’s cybersecurity risk management posture, with emphasis on effectively addressing and mitigating emerging cyber threats.

Best Practices 224

Best Practices Education Analytics Strategy 224

Dynatrace

JANUARY 25, 2022

Despite having to reboot Perform 2022 from onsite in Vegas to virtual, due to changing circumstances, we’re still set to offer just the same high-quality training. And, what’s more – Dynatrace offers virtual training year-round in Dynatrace University, our product education platform.

Performance 207

Performance Virtualization Education Analytics 207

The Netflix TechBlog

NOVEMBER 17, 2022

During training, our goal is to generate the best downsampled representation such that, after upscaling, the mean squared error is minimized. We focus on a robust downscaler that is trained given a conventional upscaler, like bicubic. We focus on a robust downscaler that is trained given a conventional upscaler, like bicubic.

Network 292

Network Media Innovation Efficiency 292

O'Reilly

DECEMBER 12, 2023

Another group of cases involving text (typically novels and novelists) argue that using copyrighted texts as part of the training data for a Large Language Model (LLM) is itself copyright infringement, 1 even if the model never reproduces those texts as part of its output. Is an artist’s style copyrightable, and if so, what does that mean?

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Artificial Intelligence Media Google Processing 100

The Netflix TechBlog

NOVEMBER 11, 2022

In semi-supervised anomaly detection models, only a set of benign examples are required for training. Data Data Labeling For the task of anomaly detection in streaming platforms, as we have neither an already trained model nor any labeled data samples, we use structural a priori domain-specific rule-based assumptions, for data labeling.

Metrics 312

Metrics C++ Tuning Strategy 312

High Scalability

DECEMBER 16, 2022

I'm sorry, but as a large language model trained by OpenAI, I don't have the ability to browse the internet or keep up-to-date with current events. As a large language model trained by OpenAI, I do not have the ability to browse the internet or keep up-to-date with current events. Which cloud provider would you recommend?

Cloud 201

Cloud Serverless Internet Internet 201

DZone

MARCH 24, 2023

ML teams have traditionally been research-oriented, focusing heavily on training models to achieve high testing scores. However, once the model is ready to be deployed in real business processes and applications, the culture around establishing production-oriented operations is lacking.

Best Practices 195

Best Practices Monitoring Government Technology 195

DZone

SEPTEMBER 11, 2023

Each point in this stream may relate to one or more KPIs, which the rule engine uses to evaluate against its set of trained rules. Overview of the System Architecture Data Stream This is the continuous flow of data that the engine reviews.

Engineering 161

Engineering Healthcare Architecture Monitoring 161

Dynatrace

JUNE 14, 2023

The Services Endorsement Program includes training and certification for partners that span unified observability and security, AIOps, and advanced DevSecOps and CloudOps. Accelerate business growth with the latest sales and technical training. Through a two-step approach, partners can become Dynatrace Services Endorsed.

Programming 177

Programming Innovation Analytics Best Practices 177

All Things Distributed

APRIL 13, 2023

The VP of database, analytics and machine learning services at AWS, Swami Sivasubramanian, walks me through the broad landscape of generative AI, what we’re doing at Amazon to make large language and foundation models more accessible, and how custom silicon can help to bring down costs, speed up training, and increase energy efficiency for our customers. (..)

Energy 162

Energy Analytics AWS Speed 162

O'Reilly

OCTOBER 24, 2023

Ever since the current craze for AI-generated everything took hold, I’ve wondered: what will happen when the world is so full of AI-generated stuff (text, software, pictures, music) that our training sets for AI are dominated by content created by AI. At some point in the near future, new models will be trained on code that they have written.

Programming 89

Programming Processing Code Artificial Intelligence 89

Dynatrace

JUNE 8, 2021

At Dynatrace, our Autonomous Cloud Enablement (ACE) team are the coaches or teach and train our customers to always get the best out of Dynatrace and reach their objectives. Our expert Jean Louis Lormeau suggested a training program to help you become the champion in problem resolution. We can now move to the training phase.

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Metrics Tuning Programming Systems 163

Dynatrace

SEPTEMBER 30, 2021

By carving the right AWS certification path, developers can even use their certification and training to advance their careers long term. What is the value of AWS training and certification? You and your peers – if you team up – can benefit on multiple levels from AWS training and certification.

AWS 205

AWS Best Practices Analytics Cloud 205

Dynatrace

NOVEMBER 17, 2020

This year, we’ve increased the number of awards to partner individuals to recognize the personal achievements around training, certification, and community participation, along with recognition for partner organizations. EMEA Training and Certification Award. RFO Training and Certification Award. Partner awards. Julius Loman.

Entertainment 169

Entertainment Innovation Virtualization Cloud 169

Percona

JANUARY 3, 2024

If you are interested in more hands-on learning of ProxySQL, Percona’s professional training department offers a one-day, hands-on intensive tutorial covering all things ProxySQL. Reach out to us today to schedule your instructor-led class!

Traffic 113

Traffic Hardware Cache Servers 113

Dynatrace

JULY 11, 2023

The forecast is trained on a relative timeframe (for example, the last seven days) which is specified in the configured DQL query. While this example uses the metric dt.host.disk.free , you can choose any kind of capacity metric, such as host CPU, memory, or network load—you can even extract a metric value from a given log line.

Metrics 199

Metrics Games Analytics Network 199

Dynatrace

APRIL 10, 2023

That’s why Dynatrace offers various resources, including unlimited access to online courses, training and education support, educational reimbursement, and more. In addition to work-life balance , culture, and compensation, professional development is essential to being motivated in one’s career.

Education 212

Education Programming Development 212