ODSC West AI Expo Talk: Real-Time Feature Engineering with a Feature Store

Nov 29, 2021 By Iguazio In Iguazio
Given the growing number of AI projects and the complexities associated with bringing these projects to production, and specifically the challenges associated with feature engineering, the industry needs a way to standardize and automate the core of feature engineering. Feature stores provide enterprises with a competitive edge, as they enable them to expedite and simplify the path from lab to production. They enable sharing and re-use of features across teams and projects to save time and effort and ensure consistency across training and inference.
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integrate

The Top 5 Mulesoft Alternatives

Nov 29, 2021 By Donal Tobin In Integrate
Mulesoft is an all-inclusive data and application integration platform owned by Salesforce. It offers many types of functionality, including Extract, Transform, Load (ETL), API management, and Integration Platform as a Service (IPaaS). Mulesoft may offer a broad range of capabilities, but it has a challenging learning curve, a high price point, and may be far more than what your organization needs for data transformation.
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ODSC West MLOps Keynote: Scaling NLP Pipelines at IHS Markit

Nov 28, 2021 By Iguazio In Iguazio
The data science team at IHS Markit has been hard at work building sophisticated NLP pipelines that work at scale using the Iguazio MLOps platform and open-source MLRun framework. Today they will share their journey and provide advice for other data science teams looking to: Nick (IHS Markit) and Yaron (Iguazio) will share their approach to automating the NLP pipeline end to end. They’ll also provide details on leveraging capabilities such as Spot integration and Serving Graphs to reduce costs and improve the data science process.
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integrate

5 Tips: Pushing Data from a Warehouse to HubSpot

Nov 26, 2021 By Donal Tobin In Integrate
HubSpot is a customer relationship management (CRM) platform that helps you capture all of your interactions with customers and potential customers, from their first call or website visitors to their most recent purchase. With tens of thousands of users around the world, HubSpot currently owns an estimated 30 percent of the global CRM market share.
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integrate

What are the Best ETL tools for Redshift?

Nov 25, 2021 By Mark Smallcombe In Integrate
So you want to move data to Amazon Redshift? You're not the only one. Every day, thousands of organizations worldwide migrate data to Redshift, which Amazon claims is the world's fastest cloud data warehouse. These organizations have one mission: To move data to Redshift so they can generate business intelligence (BI) from the latest metrics. Amazon's data warehouse makes it easy to produce metrics that power data-driven organizations like yours.
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cloudera

In AI we Trust? Why we Need to Talk about Ethics and Governance (part 1 of 2)

Nov 25, 2021 By Daniel Hand In Cloudera

Advances in the performance and capability of Artificial Intelligence (AI) algorithms has led to a significant increase in adoption in recent years. In a February 2021 report by IDC, they estimate that world-wide revenues from AI will grow by 16.4% in 2021 to USD $327 billion. Furthermore, AI adoption is becoming increasingly widespread and not just concentrated within a small number of organisations.

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ClearML

Enabling distributed NLP research at SIL

Nov 25, 2021 By Daniel Whitenack In ClearML

In my main position, as a data scientist at SIL International, I work on expanding language possibilities with AI. Practically this includes applying recent advances in Natural Language Processing (NLP) to low resource and multilingual contexts. We work on things like spoken language identification, multilingual dialogue systems, machine translation, and translation quality estimation.

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