Predictive AI & Machine Learning

56 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: GAI-1001

  Introduction to Generative AI Concepts (Course)

  GAI-1001

  Apply generative AI to daily workplace tasks without becoming an AI specialist. Generative AI foundations cover what GenAI is and how it differs from traditional AI, tokenization, embeddings,...

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• Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-1101

  Building Generative AI Applications (Course)

  GAI-1101

  Build production generative AI applications with hosted LLMs, LangChain, and agentic patterns. The course covers GenAI foundations, prompt engineering with CLEAR and RCTO, hosted-API chatbot...

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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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