Predictive AI & Machine Learning

57 results found for "Predictive AI & Machine Learning"

• Machine Learning & Artificial Intelligence (AI) Topic: Cloud | Code: AWS-SMS-DS

  AWS - Amazon SageMaker Studio for Data Scientists (Course)

  AWS-SMS-DS

  Amazon SageMaker Studio helps data scientists prepare, build, train, deploy, and monitor machine learning (ML) models quickly. It does this by bringing together a broad set of capabilities...

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• Machine Learning & Artificial Intelligence (AI) Topic: Cloud | Code: AWS-MLO-ENG

  MLOps Engineering on AWS (Course)

  AWS-MLO-ENG

  Activities This course includes presentations, hands-on labs, demonstrations, knowledge checks, and workbook activities. Skills Gained In this course, you will learn to: Explain the benefits of MLOps...

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• Programming Topic: Predictive AI & Machine Learning | Code: WA3290

  Spark and Machine Learning at Scale (Course)

  WA3290

  This Spark and Machine Learning training teaches participants how to build, deploy, and maintain powerful data-driven solutions using Spark and its associated technologies. The course begins with an...

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• Generative AI Topic: Predictive AI & Machine Learning | Code: WA3403

  ChatGPT Basics (Course)

  WA3403

  This ChatGPT training course teaches the fundamentals of using ChatGPT and large language models (LLMs) effectively in business settings. Learn how to write clear, structured prompts using proven...

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• Generative AI Topic: Predictive AI & Machine Learning | Code: WA3462

  Fundamentals of Deep Learning and Generative AI (Course)

  WA3462

  Deep learning and generative AI are closely related fields within the broader domain of artificial intelligence, with deep learning serving as a fundamental framework for building generative models....

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• Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-1201

  Customizing Generative AI Models (Course)

  GAI-1201

  Tune generative AI models through evaluation, RAG, and parameter-efficient finetuning. Foundations and prompt engineering for customization cover GenAI concepts, basic LLM application building,...

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• Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-2101

  Enhancing Generative AI with Retrieval Augmented Generation (Course)

  GAI-2101

  Build retrieval-augmented generation systems that ground GenAI in organization-specific data. RAG foundations cover embeddings, the indexing-retrieval-generation phases, and the canonical pipeline....

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• Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-2102

  Developing Advanced Generative AI Applications (Course)

  GAI-2102

  Build advanced generative AI applications with memory, multi-modal output, tool calling, and agentic foundations. Parameter-efficient finetuning covers LoRA, IA3, and prompt-tuning as cheaper...

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• Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-2201

  Evaluating and Monitoring Generative AI Models and Applications (Course)

  GAI-2201

  Build evaluation pipelines and monitoring systems that keep generative AI performing in production. Evaluation foundations and practical techniques cover the difference between offline evaluation and...

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• Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-2202

  Practicing Responsible Generative AI (Course)

  GAI-2202

  Apply responsible-AI practices that make generative AI deployable under ethical and regulatory scrutiny. Trustworthy AI and unique GenAI risks cover safety, security, resilience, explainability,...

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• Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-2301

  Managing Generative AI Projects (Course)

  GAI-2301

  Plan and lead generative AI initiatives that differ fundamentally from traditional software projects. GenAI project foundations cover fuzzy objectives, exploratory scoping, data as both dependency and...

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• Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-2401

  Deploying and Scaling Generative AI Applications (Course)

  GAI-2401

  Deploy and scale generative AI in production across specialized hardware and complex data flows. GenAI deployment foundations cover the deployment lifecycle, architecture options including serverless...

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• Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-2501

  Securing & Red-Teaming Generative AI Deployments (Course)

  GAI-2501

  Secure generative AI deployments against threats that don't fit traditional cybersecurity playbooks. GenAI security foundations cover the distinctions from traditional cybersecurity, the CIA triad...

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• Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-3301

  Responsible Leadership of Generative AI Initiatives (Course)

  GAI-3301

  Plan generative AI initiatives at the senior management and executive level. Strategic overview covers generative AI relative to broader AI categories, how it works at the level a senior leader needs,...

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