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getting-started-with-machine-learning 
Cloudera
FEBRUARY 11, 2022
Advances in the development and application of Machine Learning (ML) and Deep Learning (DL) algorithms, require greater care to ensure that the ethics embedded in previous rule-based systems are not lost. What is Machine Learning. Instead, they are learned by training a model on data.
KDnuggets
DECEMBER 21, 2022
The tutorial will introduce you to the scikit-learn module and its various features. It will also give you a brief overview of the multiclass classification problem through various algorithms.
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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications
From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
KDnuggets
DECEMBER 21, 2021
Read on to learn more about the intricacies of federated learning and what it can do for machine learning on sensitive data.
152 Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications
From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
Data Engineering Podcast
MAY 5, 2024
In this episode he explains his approach to building AI in a more human-like fashion and the emphasis on learning rather than statistical prediction. Go to dataengineeringpodcast.com/dagster today to get started. Can you start by unpacking the idea of "human-like" AI? Your first 30 days are free!
147 
Data Engineering Podcast
APRIL 21, 2024
When Andrew Lee started work on Shortwave he was focused on making email more productive. When AI started gaining adoption he realized that he had even more potential for a transformative experience. Go to dataengineeringpodcast.com/dagster today to get started. Your first 30 days are free!
182 
Data Engineering Podcast
APRIL 28, 2024
Your team can get up and running in minutes thanks to Dagster Cloud, an enterprise-class hosted solution that offers serverless and hybrid deployments, enhanced security, and on-demand ephemeral test deployments. Go to dataengineeringpodcast.com/dagster today to get started. Your first 30 days are free!
147 
Data Engineering Podcast
FEBRUARY 18, 2024
Your team can get up and running in minutes thanks to Dagster Cloud, an enterprise-class hosted solution that offers serverless and hybrid deployments, enhanced security, and on-demand ephemeral test deployments. Go to dataengineeringpodcast.com/dagster today to get started. Your first 30 days are free!
262 
The Pragmatic Engineer
APRIL 21, 2024
I do not have a PhD in Machine Learning, and was excited by the idea of building APIs and engineering teams. These multi-dimensional embeddings help machines understand human language more efficiently. An analogy of gradient descent is a hiker stuck up a mountain, who’s trying to get down.
345 
Data Engineering Podcast
APRIL 7, 2024
Learn more about Datafold by visiting dataengineeringpodcast.com/datafold. Your team can get up and running in minutes thanks to Dagster Cloud, an enterprise-class hosted solution that offers serverless and hybrid deployments, enhanced security, and on-demand ephemeral test deployments. Your first 30 days are free!
162 
Data Engineering Podcast
APRIL 14, 2024
Learn more about Datafold by visiting dataengineeringpodcast.com/datafold. Your team can get up and running in minutes thanks to Dagster Cloud, an enterprise-class hosted solution that offers serverless and hybrid deployments, enhanced security, and on-demand ephemeral test deployments. Your first 30 days are free!
Data Engineering Podcast
MARCH 24, 2024
Your team can get up and running in minutes thanks to Dagster Cloud, an enterprise-class hosted solution that offers serverless and hybrid deployments, enhanced security, and on-demand ephemeral test deployments. Go to dataengineeringpodcast.com/dagster today to get started. Your first 30 days are free!
162 
Data Engineering Podcast
DECEMBER 24, 2023
Get all of the details and try the new product today at dataengineeringpodcast.com/rudderstack You shouldn't have to throw away the database to build with fast-changing data. Go to dataengineeringpodcast.com/materialize today to get 2 weeks free! With Materialize, you can! Data lakes are notoriously complex.
245 
Data Engineering Podcast
FEBRUARY 4, 2024
Go to dataengineeringpodcast.com/starburst and get $500 in credits to try Starburst Galaxy today, the easiest and fastest way to get started using Trino. Go to dataengineeringpodcast.com/dagster today to get started. How have the design and goals/scope changed since you first started working on it?
173 
Data Engineering Podcast
MARCH 31, 2024
Go to dataengineeringpodcast.com/starburst and get $500 in credits to try Starburst Galaxy today, the easiest and fastest way to get started using Trino. Go to dataengineeringpodcast.com/dagster today to get started. Learn more about Datafold by visiting dataengineeringpodcast.com/datafold.
130 
Data Engineering Podcast
FEBRUARY 25, 2024
Your team can get up and running in minutes thanks to Dagster Cloud, an enterprise-class hosted solution that offers serverless and hybrid deployments, enhanced security, and on-demand ephemeral test deployments. Go to dataengineeringpodcast.com/dagster today to get started. Your first 30 days are free!
162 
Data Engineering Podcast
MARCH 17, 2024
Your team can get up and running in minutes thanks to Dagster Cloud, an enterprise-class hosted solution that offers serverless and hybrid deployments, enhanced security, and on-demand ephemeral test deployments. Go to dataengineeringpodcast.com/dagster today to get started. Your first 30 days are free!
147 
Data Engineering Podcast
MARCH 3, 2024
Your team can get up and running in minutes thanks to Dagster Cloud, an enterprise-class hosted solution that offers serverless and hybrid deployments, enhanced security, and on-demand ephemeral test deployments. Go to dataengineeringpodcast.com/dagster today to get started. Your first 30 days are free!
162 
Data Engineering Podcast
FEBRUARY 11, 2024
Go to dataengineeringpodcast.com/starburst and get $500 in credits to try Starburst Galaxy today, the easiest and fastest way to get started using Trino. Go to dataengineeringpodcast.com/dagster today to get started. The Machine Learning Podcast helps you go from idea to production with machine learning.
147 
Data Engineering Podcast
JANUARY 28, 2024
In this episode he shares the story of how it got started, how it works, and how you can get started with it. Go to dataengineeringpodcast.com/starburst and get $500 in credits to try Starburst Galaxy today, the easiest and fastest way to get started using Trino. Want to see Starburst in action?
147 
Data Engineering Podcast
MARCH 10, 2024
Your team can get up and running in minutes thanks to Dagster Cloud, an enterprise-class hosted solution that offers serverless and hybrid deployments, enhanced security, and on-demand ephemeral test deployments. Go to dataengineeringpodcast.com/dagster today to get started. Your first 30 days are free!
147 
Knowledge Hut
APRIL 26, 2024
Datasets play a crucial role and are at the heart of all Machine Learning models. Machine Learning without data sets will not exist because ML depends on data sets to bring out relevant insights and solve real-world problems. Quality data is therefore important to ensure the efficacy of a machine learning model.
98 
Analytics Vidhya
JULY 6, 2023
Building an accurate machine learning and AI model requires a high-quality dataset. Introduction In this era of Generative Al, data generation is at its peak.
236 
Data Engineering Podcast
JANUARY 7, 2024
Go to dataengineeringpodcast.com/starburst and get $500 in credits to try Starburst Galaxy today, the easiest and fastest way to get started using Trino. Can you start by summarizing your current areas of research and the motivations behind them? Want to see Starburst in action? Want to see Starburst in action?
147 
Data Engineering Podcast
JANUARY 21, 2024
Go to dataengineeringpodcast.com/starburst and get $500 in credits to try Starburst Galaxy today, the easiest and fastest way to get started using Trino. Summary Databases and analytics architectures have gone through several generational shifts. Want to see Starburst in action? Data projects are notoriously complex.
147 
Data Engineering Podcast
DECEMBER 31, 2023
Go to dataengineeringpodcast.com/starburst and get $500 in credits to try Starburst Galaxy today, the easiest and fastest way to get started using Trino. Go to dataengineeringpodcast.com/materialize today to get 2 weeks free! Can you start by summarizing the data challenges that are particular to the fintech ecosystem?
130 
Data Engineering Podcast
OCTOBER 15, 2023
Get all of the details and try the new product today at dataengineeringpodcast.com/rudderstack This episode is brought to you by Datafold – a testing automation platform for data engineers that finds data quality issues before the code and data are deployed to production. Go to dataengineeringpodcast.com/materialize today to get 2 weeks free!
182 
Data Engineering Podcast
NOVEMBER 12, 2023
In this episode Eran Yahav shares the journey that he has taken in building this product and the ways that it enhances the ability of humans to get their work done, and when the humans have to adapt to the tool. Learn more about Datafold by visiting dataengineeringpodcast.com/datafold Data lakes are notoriously complex.
Data Engineering Podcast
NOVEMBER 26, 2023
In this episode Tobias Macey shares his thoughts on the challenges that he is facing as he prepares to build the next set of architectural layers for his data platform to enable a larger audience to start accessing the data being managed by his team. Go to dataengineeringpodcast.com/materialize today to get 2 weeks free!
147 
Knowledge Hut
MAY 2, 2024
Automation and machine learning have changed our lives. From self – driving Cars, robots, image recognition, diagnostic assessments, recommendation engines, Photo Tagging, fraud detection and more, the future for machine learning and AI is bright and full of untapped possibilities. Why do I need to Learn Math?
The Pragmatic Engineer
JUNE 1, 2023
To get the full issues, twice a week, subscribe here. Instead of starting with coding, Juraj kicked off by sketching. We covered how Stack Overflow learned this the hard way, a few months back. 👋 Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. Serving a web page.
363 
Data Engineering Podcast
JUNE 25, 2023
In this episode Toby Mao explains how it works, the importance of automatic column-level lineage tracking, and how you can start using it today. How have the design and goals evolved since you first started working on it? What are the lessons that you have learned from dbt which have informed the design and functionality of SQLMesh?
225 
Data Engineering Podcast
NOVEMBER 19, 2023
Get all of the details and try the new product today at dataengineeringpodcast.com/rudderstack You shouldn't have to throw away the database to build with fast-changing data. Go to dataengineeringpodcast.com/materialize today to get 2 weeks free! Find simplicity in your most complex projects with Miro. With Materialize, you can!
147 
Data Engineering Podcast
APRIL 23, 2023
Sign up free at dataengineeringpodcast.com/rudderstack Your host is Tobias Macey and today I'm interviewing DeVaris Brown about the impact of real-time data on business opportunities and risk profiles Interview Introduction How did you get involved in the area of data management? Can you describe what Meroxa is and the story behind it?
277 
Data Engineering Podcast
OCTOBER 8, 2023
Get all of the details and try the new product today at dataengineeringpodcast.com/rudderstack This episode is brought to you by Datafold – a testing automation platform for data engineers that finds data quality issues before the code and data are deployed to production. How can you get the best results for your use case?
162 
Data Engineering Podcast
SEPTEMBER 10, 2023
Get all of the details and try the new product today at dataengineeringpodcast.com/rudderstack This episode is brought to you by Datafold – a testing automation platform for data engineers that finds data quality issues before the code and data are deployed to production. Go to dataengineeringpodcast.com/materialize today to get 2 weeks free!
208 
Christophe Blefari
MARCH 15, 2024
You can subscribe starting today on the page and you'll get emails as soon as I've developed the email sending—expected to be out at the end of the month. Starting today it will be supported by 3 majors platforms: Kaggle, HuggingFace and OpenML. The technology under this, is, Cityvision. This is Croissant.
272 
Knowledge Hut
MAY 1, 2024
Some people are apprehensive about the future, but the opportunities in the field of data science are improving day by day, creating new paths for people to get in and contribute their expertise/experiences. The field has seen massive growth in the last few years and this growth may not stop for the next 5 years at least.
98 
The Pragmatic Engineer
OCTOBER 10, 2023
To get full issues twice a week, subscribe here. Martin Mao travelled this path: starting his first developer job at a local startup in Australia, then making the move to the US – first being at Microsoft in Seattle, then at Amazon, and then at Uber, in Silicon Valley. And we ended up doing well in it, too!
Data Engineering Podcast
DECEMBER 10, 2023
In this episode he shares what it is, how it works, and how you can start using it today to get notified when the critical metrics in your business aren't quite right. Go to dataengineeringpodcast.com/materialize today to get 2 weeks free! With Materialize, you can! Introducing RudderStack Profiles.
130 
Data Engineering Podcast
DECEMBER 3, 2023
Andrei Tserakhau has dedicated his careeer to this problem, and in this episode he shares the lessons that he has learned and the work he is doing on his most recent data transfer system at DoubleCloud. Go to dataengineeringpodcast.com/materialize today to get 2 weeks free! With Materialize, you can! Data lakes are notoriously complex.
130 
Knowledge Hut
MAY 3, 2024
Machine Learning is an interdisciplinary field of study and is a sub-domain of Artificial Intelligence. It gives computers the ability to learn and infer from a huge amount of homogeneous data, without having to be programmed explicitly. Hence, we start building the concepts slowly with some basic theory.
Data Engineering Podcast
OCTOBER 22, 2023
Get all of the details and try the new product today at dataengineeringpodcast.com/rudderstack You shouldn't have to throw away the database to build with fast-changing data. Go to dataengineeringpodcast.com/materialize today to get 2 weeks free! How can you get the best results for your use case? With Materialize, you can!
162 
Data Engineering Podcast
SEPTEMBER 3, 2023
In this episode Adrian Brudaru explains how it works, the benefits that it provides over other data integration solutions, and how you can start building pipelines today. Go to dataengineeringpodcast.com/materialize today to get 2 weeks free! With Materialize, you can!
162 
Cloudera
MARCH 26, 2024
But for many enterprises, the biggest hurdle is getting started. Cloudera: Your Trusted Partner in AI With over 25 Exabytes of Data Under Management and hundreds of customers leveraging our platform for Machine Learning, Cloudera has a long and successful history as an industry leader.
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