Data Science & AI – Browse Learning Resources

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Measure AI Value and Scaling Transformation

Boards increasingly demand proof that AI is working, yet few organizations can measure it well. This IBM course...

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AI Operating Models and Organizational Design

Scaling AI is about organizational design as much as technology. This IBM course helps you structure the teams,...

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Artificial Intelligence for Business

Artificial intelligence, machine learning, deep learning, and neural networks are transforming how businesses...

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Advanced Pandas

Most Python users pick up just enough pandas to load a CSV and glance at a few rows, then stop there, leaving most...

advanced

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Deploy Your First Agent

Take your agents from localhost to production. This course teaches you to deploy ADK agents to Vertex AI Agent...

intermediate

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Build and Deploy Agents in Production

Explore the architecture and deployment of multi-agent systems using Google’s Agent Development Kit (ADK) and Google...

intermediate

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Manage Agent Memory and State

You've built basic LLM agents that respond to queries—now let's make them stateful. Use session state to build...

intermediate

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Add Agent Capabilities With Tools

You’ve built agents with advanced configuration—now give them real-world capabilities. Equip agents with tools that...

intermediate

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Optimize Agent Behavior

You’ve built your first agent—now it’s time to take it further. In this course, you’ll advance your skills by...

intermediate

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Gen AI Dev- Optimize Application Performance

This module focuses on optimizing the performance of generative AI applications through systematic approaches to...

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Create Clear AI Use Disclosures

This Short Course was created to help Legal professionals draft, adapt, and evaluate AI Use Disclosures that are...

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Audit Your AI Decisions

What if your biggest productivity risk isn't using AI too little — it's using it wrong? This Short Course was...

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Gen AI Dev- Foundation Model API Integrations

Foundation model (FM) API integrations form the backbone of modern generative AI applications on AWS. When you...

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Gen AI Dev- Implementing Cost Opt. & Resource Eff Strategies

Welcome to the fourth part of this learning plan centered around operational excellence for generative AI...

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Gen AI Dev- Implement Monitoring Systems

This module focuses on implementing comprehensive monitoring systems specifically designed for generative AI...

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Lab - Develop RAG Apps with Amazon Bedrock Knowledge Bases

In this lab, you build a question-answering application using the AnyCompany knowledge base and Amazon Bedrock's...

advanced

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Gen AI Dev- Safe User Interactions with Gen AI Applications

Welcome to the third part of this learning plan centered around the role and responsibilities of a generative AI...

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Gen AI Dev- Implement Data Security and Privacy Controls

In this module, you will learn how to do the following:Describe defense-in-depth for AI strategy and the seven layer...

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RAG and Tool Calling with DeepSeek

RAG and tool-enabled AI applications are built to do more than generate free-form responses. In this hands-on...

advanced

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Developing AI Agents with DeepSeek

AI applications are evolving beyond traditional chatbots into systems that can reason, use tools, manage state, and...

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Azure AI Foundations & Solution Planning

Establish the architectural foundation for enterprise Azure AI solution design. This course maps the full Azure AI...

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AI Platform Delivery & Lifecycle

Delivering enterprise AI solutions at scale requires more than strong architecture. It demands effective platform...

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Launch Your Agentic AI Business Solutions Architect Career

You've built the technical skills—now it's time to present them with confidence. This course helps you translate...

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Launch Your Hybrid Cloud AI Career

Technical expertise alone won't land your next role—you need to communicate your skills clearly and confidently to...

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Gen AI Dev - Design Retrieval Mechanisms for FM Augmentation

As organizations increasingly deploy retrieval-augmented generation (RAG) systems to unlock the value of their...

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Coding with AI For Dummies

Learn how to use AI tools to speed up development. Covers coding, testing, debugging, refactoring, and...

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Analyzing and Interpreting Quantitative Data

This course introduces quantitative data analysis, linking it to the scientific method and research design. You'll...

intermediate

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The Art of ChatGPT Interactions

Want to use ChatGPT but need some expert help? This course is designed to help you build the skills and confidence...

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Using Large Datasets for Research

This course teaches the essentials of big data, from understanding its principles to accessing and using large...

intermediate

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Gather Your Data Online

We go online to communicate, participate in classes and meetings, and find sources in the library. How can we use...

beginner

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Leveraging Gen AI for Academic Excellence

This course provides clear guidance on utilizing Gen AI tools to support and enhance your academic performance. It...

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Generative AI in Practice Part 1

Welcome to IE 5250 Generative AI in Practice! This course provides an engaging exploration into the transformative...

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Generative AI in Practice Part 2

Welcome to Generative AI in Practice! This course provides an engaging exploration into the transformative world of...

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विचार-विमर्श करने और योजना बनाने के लिए एआई

क्या आपको कोई नया प्रोजेक्ट शुरू करना है? इस कोर्स में, आपको अपने रफ़ आइडिया को हकीकत में बदलना सिखाया जाएगा। साथ...

intermediate

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एआई के बुनियादी सिद्धांत

एआई के बारे में काफ़ी बातें हो गईं, क्या अब आपको इसके असली फ़ायदे देखने हैं? इस कोर्स में, एआई के साथ काम करने से...

beginner

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Strategic Decision-Making with Generative AI

Some of the highest-stakes decisions a manager makes involve incomplete information, competing priorities, and real...

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AI Slop: Fixing the Productivity Paradox at Work

Generative AI promised to make work faster, but for many teams it's making work heavier instead. This course,...

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Technology Leadership in the Age of AI Capstone

This is the capstone course for the Technology Leadership in the Age of AI specialization. By the end of this...

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Launch Your AI Governance Career

In this short course, you will translate the AI governance, ethics, and security work you've built across this...

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From Social Science to Data Science

Explore how Python can be used to enhance social science research, from programming basics to advanced data...

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कॉन्टेंट क्रिएशन के लिए एआई

क्या आप अपने क्रिएटिव आइडिया को हकीकत में बदलने के लिए तैयार हैं? इस कोर्स में, आपको एआई को अपने क्रिएटिव पार्टनर की...

intermediate

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n8n + AI for Beginners - Business Automation Essentials

Build real-world automation workflows using n8n from day one. Explore cloud, Docker, and VPS deployments while...

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NVIDIA GenAI & LLMs: Learn and Pass NCA-GENL Certification

Unlock your potential in Generative AI and Large Language Models (LLMs) through this comprehensive course. Dive into...

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ChatGPT for Data Analyst

Transform your data analysis workflow using ChatGPT across essential tools like Excel, Power BI, SQL, and Google...

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Microsoft PowerPoint with ChatGPT & Gamma AI 2026

Discover how to elevate your PowerPoint presentations by integrating ChatGPT and Gamma AI. Learn essential design...

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Databricks Data Engineer Associate: Practical Guide

This course covers all essential Databricks concepts for aspiring data engineers, including Apache Spark...

intermediate

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The Complete OpenAI Ecosystem - Tools, Use Cases & Workflows

Learn to use OpenAI tools to create content automate workflows and boost productivity Explore ChatGPT Sora and AI...

intermediate

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Apple Intelligence: Foundation Models & Tool Calling

This course offers hands-on experience with foundation models, covering app development using tools like @Generable...

advanced

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Reproducible Training Data and ML-Ready Data Pipelines

This course teaches learners to design reproducible, leakage-safe, governance-ready training data pipelines for...

intermediate

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Data Ingestion, Analysis, and Monitoring in Sumo Logic

Master the essential skills for ingesting, analyzing, and visualizing security data with Sumo Logic. This course...

intermediate

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AI Writing Tools for Content Marketers

By the end of this course you'll write blog posts, social media content, and marketing emails with AI — and know how...

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Applied Anomaly Detection with Machine Learning

This course teaches you how to design and implement a complete, production-ready anomaly detection system for both...

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Introduction to Creative Writing: From Basics to AI

Unlock your creative potential and learn how to turn your ideas into finished stories! This practical course takes...

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Business Data Analytics with Excel

Business Data Analytics with Excel introduces learners to the practical skills needed to organize, analyze, and...

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RAG from Scratch: Build a Knowledge-Powered Chatbot

Learn how to design, build, evaluate, and deploy production-quality Retrieval-Augmented Generation (RAG) systems for...

intermediate

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Foundations of Statistical Analysis with Stata

Gain a solid grounding in statistical reasoning and learn the essentials of data management and regression analysis...

intermediate

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Data Management, Databases, and Big Data

Every organization runs on information, but information only creates value when it's managed well. Poor data...

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Claude Code for Marketers

Transform how you execute marketing campaigns by mastering Claude Code as your personal, local execution partner. In...

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Debugging Machine Learning Models with Python

Debugging machine learning systems is a critical skill for building reliable, trustworthy, and high-performing AI...

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SQL for Data Analytics

SQL is one of the most essential skills for working with data, enabling professionals to store, manage, transform,...

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Building Safe and Reliable AI Agents on AWS

This course teaches learners how to design AI agents that are trustworthy enough for production use. Using a...

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Red Hat AI Inference Technical Overview

Gain essential insights into AI deployment with this Red Hat AI Inference technical overview. Learn how to address...

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Red Hat AI Technical Overview

This technical overview describes the complex AI landscape and the significant enterprise challenges associated with...

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AI for Project Managers: Prompt Engineering & Use Cases

Generative AI is rapidly transforming how project managers plan, monitor, and deliver complex initiatives. As...

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Artificial Intelligence in Bioinformatics

This course provides a comprehensive introduction to the application of artificial intelligence in bioinformatics,...

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AI & Digital Transformation in Clinical Practice

Artificial intelligence in healthcare is transforming clinical practice, but successful adoption requires more than...

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BiteSize Stats: Data and Descriptive Statistics

BiteSize Statistics for Absolute Beginners: Data and Descriptive Statistics is the first course in the BiteSize...

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Vision AI and Advanced OpenAI

Once you can build with text, the next step is multimodal AI and enterprise-scale capabilities. This course advances...

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Assessing neural network robustness: ISO/IEC 24029-1:2021

AI systems are increasingly used in contexts where reliability, safety, fairness, privacy and trust matter. In this...

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Amazon SageMaker Essentials

The **Amazon SageMaker Essentials** course is designed to help you build a strong foundation in Amazon SageMaker and...

beginner

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Deploying Your AI Agile Toolkit

This hands-on course demonstrates how scrum masters and teams can harness everyday AI tools to automate repetitive...

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The Cyber-Social Learner: Introducing AI for Education

This course examines how artificial intelligence is reshaping literacy, learning, and teaching, and prepares...

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Foundations of AI Native Data Engineering

This course introduces the foundational shift from traditional data engineering to AI-native data...

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Unstructured Data Engineering for AI

This course prepares learners to engineer governed unstructured data pipelines for AI training, semantic search, and...

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Build an AI-Powered Document Summarizer & Q&A System

This course teaches a complete, production-oriented Retrieval-Augmented Generation (RAG) system — document...

intermediate

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AI for Freelancers: Win More Clients with Free AI Tools

This course teaches freelancers with zero AI experience how to use AI tools all free across every part of their...

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Practical AI Foundations

Practical AI Foundations introduces learners to the practical use of artificial intelligence in everyday work,...

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Practical Prompt Engineering with AI

Practical Prompt Engineering with AI teaches learners how to communicate effectively with generative AI to produce...

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AI Safety Fundamentals: Protecting Users and Organizations

Protect your organization from AI-related legal liability and regulatory penalties with this essential employee...

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Responsible AI Ethics and Data Practice

This course focuses on the ethical and data governance dimensions of AI deployment. You’ll apply Microsoft’s six...

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Python Data Science Mistakes to Avoid

Most Python courses teach you how to write code that works once. This one focuses on something just as valuable but...

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Building and Scaling ML Pipelines

This course provides an intermediate-level exploration of MLOps, focusing on how machine learning systems are...

advanced

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Transfer Learning Foundations for AI Models

Transfer learning has transformed modern artificial intelligence by making it possible to build powerful AI...

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Fine-Tuning Techniques for AI Models

Pretrained AI models provide an excellent starting point, but real-world AI applications often require them to be...

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Generative AI Essentials for Business Professionals

This course takes you from curiosity about generative AI to building working automations, introducing practical...

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Advanced Techniques and Interpretability in LLMs

Delve into advanced transformer techniques, including generative AI, fine-tuning, interpretability, and the critical...

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Transformers for Vision AI, Multimodal & Generative AI

Discover how transformer architectures are revolutionizing computer vision and multimodal AI, and explore the latest...

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AI Automation and Agentic AI with n8n + ChatGPT + Gen AI

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

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Exploiting and Securing AI/MCP Systems

A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge...

advanced

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Ethical AI Design & Implementation

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

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Generative AI Fundamentals for Beginners

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

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AI Ethics, Governance, and Risk - The Complete Guide

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

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Generative AI for Business Leaders & Executives

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

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Claude for Professional Productivity and Task Automation

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

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AI Governance and Privacy Professional Certification (AIGP)

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

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Databricks Certified Data Analyst Associate Exam Prep

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

intermediate

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AI Foundations and Secure AI Fundamentals

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

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Build AI Chatbots with React and AI APIs

This course teaches you how to build a fully functional AI chatbot application with React and Generative AI APIs....

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Introduction to UGC & Short-Form Video Production with AI

By the end of this course, you'll be able to plan, prompt, generate, and deliver professional AI-powered UGC and...

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AI in Manufacturing: Predictive Maintenance and Alerts

This hands-on, project-based course teaches you how to predict machine failures before they happen by combining...

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AI Evaluation and Investment Decisions

This course equips you to make informed decisions about generative AI investments. You'll learn to appraise AI use...

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Global MOOC on the Ethics of AI

AI is reshaping how the world works, and those who understand its ethical dimensions are better positioned to lead,...

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GenAI for Data & Analytics

Generative AI is transforming modern data analytics, enabling organizations to move beyond traditional reporting...

intermediate

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Workplace Automation with Generative AI

By completing this course, you will master the elite skill of transforming generative AI from a conversational...

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Productivity with AI

Learn to turn everyday AI tools into a personal productivity system that saves you hours every week. By the end of...

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Performance Analytics & Optimization

Turn campaign data into clear, actionable decisions. In this course, you’ll build marketing dashboards using Power...

intermediate

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Big Data on Kubernetes

This course provides a comprehensive exploration of deploying and managing big data workloads on Kubernetes. You...

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Agentic AI with Model Context Protocol Training

This comprehensive Agentic AI with Model Context Protocol Training course builds foundational skills in AI...

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Orchestrating Agent Teams with CrewAI Training for Beginners

This certificate for Orchestrating Agent Teams with CrewAI for Beginners validates your expertise in building...

beginner

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No-Code AI Development with Flowise

No-code AI development is becoming one of the fastest ways to build intelligent applications without writing complex...

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與 Google Antigravity 一同啟航：運用 AI 打造電玩遊戲

在本課程中，您將學習如何在 Google Antigravity 中自動調度管理代理程式，以驚人的速度建構軟體。這堂實作課程會先引導您安裝 Antigravity 並開始使用，接著，您將使用 Firebase 啟用服務，以透過...

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AI Security Architecture, Controls, and Defensive Operations

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

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AI Applications for Mental Health and Clinical Practice

This course is designed for students and professionals in psychology, medicine, and other clinical disciplines who...

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AI Implementation, Safety and the Future of Mental Health

This course is designed for students and professionals in psychology, medicine, and other clinical disciplines who...

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People Analytics

Develop advanced people analytics capabilities to analyze workforce supply and demand, segment critical roles, and...

intermediate

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Responsible AI Strategy Foundations

Build a practical foundation in responsible AI strategy by learning how generative AI works, when to use it, and how...

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Data Visualization and Reporting

In Data Visualization and Reporting, you’ll learn to turn raw data into clear charts, dashboards, and reports that...

intermediate

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Advanced Exploratory Data Analysis

Advance your data analysis skills by learning how to turn messy business questions into clear, structured...

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Data Analytics: Graph Analytics

The relationships in your data tell stories that row-and-column tables can't surface. Graph analytics gives you a...

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Safeguard Data Privacy

Data privacy is no longer just a compliance requirement; it’s a core part of building trust with your customers. In...

intermediate