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Why you should care about debugging machine learning models

O'Reilly Media - Data

For all the excitement about machine learning (ML), there are serious impediments to its widespread adoption. There are several known attacks against machine learning models that can lead to altered, harmful model outcomes or to exposure of sensitive training data. [8] 2] The Security of Machine Learning. [3]

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What does an AI consultant actually do?

CIO

The spectrum is broad, ranging from process automation using machine learning models to setting up chatbots and performing complex analyses using deep learning methods. Above all, a good AI consultant is willing to learn. However, the definition of AI consulting goes beyond the purely technical perspective.

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4 ways to build a team equipped with emerging skills

CIO

We’ve had folks working with machine learning and AI algorithms for decades,” says Sam Gobrail, the company’s senior director for product and technology. We’ve launched several mental health initiatives, which includes access to virtual wellness workshops and flexible working hours,” says Biswas.

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Federated Learning, Machine Learning, Decentralized Data

Cloudera

Two years ago we wrote a research report about Federated Learning. You can read it online here: Federated Learning. Federated Learning is a paradigm in which machine learning models are trained on decentralized data. However, it is an important tool in the private machine learning toolkit.

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Top tech events in the UAE every tech leader must attend in 2025

CIO

With practical workshops, keynote sessions, and live demonstrations, AI Everything offers a deep dive into the current and future applications of AI, machine learning, and robotics. In 2025, the event will once again showcase a wide range of emerging technologies, including artificial intelligence, cybersecurity, and blockchain.

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Customize DeepSeek-R1 distilled models using Amazon SageMaker HyperPod recipes – Part 1

AWS Machine Learning - AI

This design simplifies the complexity of distributed training while maintaining the flexibility needed for diverse machine learning (ML) workloads, making it an ideal solution for enterprise AI development. You can access the code sample for ROUGE evaluation in the sagemaker-distributed-training-workshop on GitHub.

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Diving Deep Into The World Of Data Science With Ashutosh Kumar

Hacker Earth Developers Blog

The latter’s expanse is wide and complex – from simpler tasks like data entry, to intermediate ones like analysis, visualization, and insights, and to the more advanced machine learning models and AI algorithms. It is also useful to learn additional languages and frameworks such as SQL, Julia, or TensorFlow.