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Top 8 predictive analytics tools compared

CIO Business Intelligence

Predictive analytics tools blend artificial intelligence and business reporting. Open Source. Alteryx open source options available. Open source core. Open source core. Supports larger data management architecture; modular options available. Highlights. Deployment.

Tools 136
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The AI continuum

CIO Business Intelligence

Deep learning AI: A rising workhorse Deep learning AI uses the same neural network architecture as generative AI, but can’t understand context, write poems or create drawings. Fortunately, most organizations can build on publicly available proprietary or open-source models. Great for: Turning prompts into new material.

Dell 83
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Get AI in the hands of your employees

CIO Business Intelligence

Franchetti acknowledges that a KPI- and outcome-driven method is still appropriate for many technology rollouts, but “the organic approach is better for AI, so our deep software development subject matter experts can innovate without a targeted business outcome,” he says. “Of

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4 paths to sustainable AI

CIO Business Intelligence

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is He also recommends tapping the open-source community for models that can be pre-trained for various tasks.

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SAP unveils tools to help enterprises build their own gen AI apps

CIO Business Intelligence

SAP is pushing its Business Technology Platform (BTP) as the place for enterprises to build their applications, whether using gen AI or not, rather than hooking them directly into its S/4HANA ERP system. It’s also adding new logging and telemetry tools to help developers fine-tune their applications.

SAP 127
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Bringing AI to your organization? Better bring the right database

CIO Business Intelligence

And they all rely on the open-source NoSQL database Apache Cassandra ®. The challenges posed by real-time AI Only 12% of AI initiatives succeed in achieving superior growth and business transformation, according to Accenture. This data in turn is used to train and serve machine learning models.

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The year’s top 10 enterprise AI trends — so far

CIO Business Intelligence

Open-source AI Open source has long been a driver of innovation in the AI space. Many data science tools and base models are open source, or are based heavily on open-source projects. Some of these open-source models are even small enough to run on desktop computers or mobile devices.