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Time-Series Forecasting Using Attention Mechanism

Analytics Vidhya

Introduction Time-series forecasting plays a crucial role in various domains, including finance, weather prediction, stock market analysis, and resource planning. In recent years, attention mechanisms have emerged as a powerful tool for improving the performance of time-series forecasting models.

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Bringing an AI Product to Market

O'Reilly on Data

In this article, we turn our attention to the process itself: how do you bring a product to market? Products based on deep learning can be difficult (or even impossible) to develop; it’s a classic “high return versus high risk” situation, in which it is inherently difficult to calculate return on investment.

Marketing 362
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4 skills that can help companies thrive with AI

CIO Business Intelligence

That doesn’t mean getting certifications in deep learning or mastering natural language processing. Understand the business In-depth knowledge of market dynamics, product-market fit, and understanding your customer have always been essential business skills, but they’re especially critical in the AI era, says Subbaiah.

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What is predictive analytics? Transforming data into future insights

CIO Business Intelligence

With the help of sophisticated predictive analytics tools and models, any organization can now use past and current data to reliably forecast trends and behaviors milliseconds, days, or years into the future. Predictive analytics has captured the support of wide range of organizations, with a global market size of $12.49

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Core technologies and tools for AI, big data, and cloud computing

O'Reilly on Data

Recent improvements in tools and technologies has meant that techniques like deep learning are now being used to solve common problems, including forecasting, text mining and language understanding, and personalization. AI and machine learning in the enterprise. Deep Learning. Foundational data technologies.

Big Data 209
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AI, predictive analytics top list of hot technologies for banks

CIO Business Intelligence

Among the hot technologies, artificial intelligence and machine learning — a subset of AI that that makes more accurate forecasts and analysis as it ingests data — continue to be of high interest as banks keep a strong focus on costs while trying to boost customer experience and revenue.

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Why Financial Services Firms are Championing Natural Language Processing

CIO Business Intelligence

In business, when a trend is forecast to grow by more than 3000% and generate cost savings of $7.3 While each firm’s situation and market challenges may be unique, a majority see AI as a vital tool they can’t afford to ignore. billion of global investments in AI by 2026, according to Markets and Markets.