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MLS_GenerativeAI_Landscape

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eaglelandsonce commited on Mar 20

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1f3a142

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1 Parent(s): 91ebfa0

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-<!doctype html>
-<html>
-	<head>
-		<meta charset="utf-8" />
-		<meta name="viewport" content="width=device-width" />
-		<title>My static Space</title>
-		<link rel="stylesheet" href="style.css" />
-	</head>
-	<body>
-		<div class="card">
-			<h1>Welcome to your static Space!</h1>
-			<p>You can modify this app directly by editing <i>index.html</i> in the Files and versions tab.</p>
-			<p>
-				Also don't forget to check the
-				<a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
-			</p>
-		</div>
-	</body>
-</html>

+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>Delta Lake Jeopardy</title>
+  <style>
+    body {
+      font-family: Arial, sans-serif;
+      display: flex;
+      flex-direction: column;
+      align-items: center;
+      background-color: #f0f0f0;
+      margin: 0;
+    }
+    h1 {
+      color: #0078D4;
+    }
+    #game-board {
+      display: grid;
+      grid-template-columns: repeat(5, 1fr);
+      grid-auto-rows: 100px;
+      gap: 2px;
+      margin: 20px 0;
+      background-color: #000;
+      border: 4px solid #000;
+    }
+    .category {
+      background-color: #005a9e;
+      color: #fff;
+      font-weight: bold;
+      display: flex;
+      justify-content: center;
+      align-items: center;
+      text-align: center;
+      font-size: 18px;
+      border: 1px solid #000;
+    }
+    .card {
+      background-color: #0078D4;
+      color: #fff;
+      display: flex;
+      justify-content: center;
+      align-items: center;
+      font-size: 16px;
+      font-weight: bold;
+      cursor: pointer;
+      border: 1px solid #000;
+      text-align: center;
+      transition: background-color 0.3s;
+    }
+    .card:hover {
+      background-color: #005a9e;
+    }
+    .card.disabled {
+      background-color: #cccccc;
+      cursor: default;
+    }
+    #question-display {
+      width: 80%;
+      text-align: center;
+      margin-bottom: 20px;
+    }
+    #score {
+      font-size: 24px;
+      font-weight: bold;
+      color: #0078D4;
+    }
+    .answer-container {
+      display: flex;
+      justify-content: center;
+      margin-top: 20px;
+    }
+    .answer-btn {
+      margin: 5px;
+      padding: 10px 15px;
+      font-size: 18px;
+      cursor: pointer;
+      text-align: center;
+      border: 2px solid #005a9e;
+      border-radius: 5px;
+      background-color: #0078D4;
+      color: #fff;
+      font-weight: bold;
+      transition: background-color 0.3s, color 0.3s;
+    }
+    .answer-btn:hover {
+      background-color: #005a9e;
+      color: #f0f0f0;
+    }
+    .answer-btn.disabled {
+      background-color: #cccccc;
+      color: #666;
+      cursor: not-allowed;
+    }
+    .feedback {
+      margin-top: 10px;
+      font-size: 18px;
+      font-weight: bold;
+    }
+  </style>
+</head>
+<body>
+  <h1>Delta Lake Jeopardy</h1>
+  <p>
+    <strong>Learn More:</strong>
+    <a href="https://learn.microsoft.com/en-us/azure/databricks/delta/" target="_blank">Delta Lake Documentation</a>
+  </p>
+  <div id="game-board">
+    <div class="category">Delta Lake Fundamentals</div>
+    <div class="category">Getting Started &amp; Basic Operations</div>
+    <div class="category">Data Ingestion &amp; Conversion</div>
+    <div class="category">Table Management &amp; Updates</div>
+    <div class="category">Advanced Features &amp; Optimization</div>
+  </div>
+  <div id="question-display"></div>
+  <div id="score">Score: 0</div>
+  <script>
+    const categories = [
+      "Delta Lake Fundamentals",
+      "Getting Started & Basic Operations",
+      "Data Ingestion & Conversion",
+      "Table Management & Updates",
+      "Advanced Features & Optimization"
+    ];
+    const questions = [
+      // Delta Lake Fundamentals
+      [
+        {
+          q: "What is Delta Lake?",
+          a: [
+            "An optimized storage layer that extends Parquet files with ACID transactions and scalable metadata handling",
+            "A proprietary database management system",
+            "A cloud-only file storage service"
+          ],
+          correct: 0
+        },
+        {
+          q: "Which feature is integral to Delta Lake for ensuring reliable data operations?",
+          a: [
+            "Simple file copy operations",
+            "A file-based transaction log",
+            "In-memory caching only"
+          ],
+          correct: 1
+        },
+        {
+          q: "Delta Lake is fully compatible with which API for big data processing?",
+          a: [
+            "Hadoop MapReduce API",
+            "Flink DataStream API",
+            "Apache Spark APIs"
+          ],
+          correct: 2
+        }
+      ],
+      // Getting Started & Basic Operations
+      [
+        {
+          q: "On Azure Databricks, what is the default format for tables?",
+          a: [
+            "Delta Lake",
+            "Parquet",
+            "CSV"
+          ],
+          correct: 0
+        },
+        {
+          q: "Which approach automatically gives you all Delta Lake benefits when saving data on Azure Databricks?",
+          a: [
+            "Manually setting table properties",
+            "Saving data with default settings",
+            "Using third-party ingestion tools"
+          ],
+          correct: 1
+        },
+        {
+          q: "Where can you find examples of basic Delta Lake operations like creating tables and updating data?",
+          a: [
+            "In Delta Lake API documentation",
+            "In the Delta Transaction Log Protocol guide",
+            "In the Delta Lake tutorial"
+          ],
+          correct: 2
+        }
+      ],
+      // Data Ingestion & Conversion
+      [
+        {
+          q: "Which product is mentioned as a way to accelerate loading data into a Delta Lake?",
+          a: [
+            "Delta Live Tables (DLT)",
+            "Delta Query Engine",
+            "Delta Data Warehouse"
+          ],
+          correct: 0
+        },
+        {
+          q: "What is one method provided by Azure Databricks to convert Parquet or Iceberg data to Delta Lake?",
+          a: [
+            "Automatic backup",
+            "Incremental conversion",
+            "Full manual migration"
+          ],
+          correct: 1
+        },
+        {
+          q: "Which ingestion option is NOT listed as available for Delta Lake?",
+          a: [
+            "COPY INTO",
+            "Auto Loader",
+            "Real-time SQL polling"
+          ],
+          correct: 2
+        }
+      ],
+      // Table Management & Updates
+      [
+        {
+          q: "What operation does Delta Lake support to facilitate upserts into tables?",
+          a: [
+            "Merge",
+            "Join",
+            "Union"
+          ],
+          correct: 0
+        },
+        {
+          q: "Which Delta Lake feature allows updating table schema without rewriting data?",
+          a: [
+            "Vacuum",
+            "Manual or automatic schema updates",
+            "Liquid clustering"
+          ],
+          correct: 1
+        },
+        {
+          q: "What functionality does Delta Lake provide to rename or delete columns without rewriting data?",
+          a: [
+            "Schema enforcement",
+            "Selective overwrite",
+            "Column mapping"
+          ],
+          correct: 2
+        }
+      ],
+      // Advanced Features & Optimization
+      [
+        {
+          q: "Which capability allows Delta Lake to support both batch and streaming operations with a single copy of data?",
+          a: [
+            "Tight integration with Structured Streaming",
+            "In-memory data grids",
+            "Dedicated streaming servers"
+          ],
+          correct: 0
+        },
+        {
+          q: "How does Delta Lake enable querying previous versions of a table?",
+          a: [
+            "Through continuous data replication",
+            "Using the transaction log to review table history",
+            "Via external backup systems"
+          ],
+          correct: 1
+        },
+        {
+          q: "What optimization technique in Delta Lake helps reduce the number of files scanned during a query?",
+          a: [
+            "Index rebuilding",
+            "Data caching",
+            "Liquid clustering and data skipping"
+          ],
+          correct: 2
+        }
+      ]
+    ];
+    let score = 0;
+    let totalCards = 15;
+    let answeredCards = 0;
+    const gameBoard = document.getElementById("game-board");
+    const questionDisplay = document.getElementById("question-display");
+    const scoreDisplay = document.getElementById("score");
+    function createBoard() {
+      // Create 15 question cards (3 rows x 5 columns) appended after the category headers.
+      for (let row = 0; row < 3; row++) {
+        for (let col = 0; col < 5; col++) {
+          const card = document.createElement("div");
+          card.className = "card";
+          card.textContent = `$${(row + 1) * 100}`;
+          card.onclick = () => showQuestion(col, row, card);
+          gameBoard.appendChild(card);
+        }
+      }
+    }
+    function showQuestion(category, difficulty, cardElement) {
+      if (cardElement.classList.contains("disabled")) return;
+      const question = questions[category][difficulty];
+      const answerHtml = question.a
+        .map(
+          (answer, index) =>
+            `<button class="answer-btn" onclick="checkAnswer(${category}, ${difficulty}, ${index})">${answer}</button>`
+        )
+        .join("");
+      questionDisplay.innerHTML =
+        `<h2>${categories[category]} for $${(difficulty + 1) * 100}</h2>
+         <p>${question.q}</p>
+         <div class="answer-container">${answerHtml}</div>`;
+      cardElement.classList.add("disabled");
+      cardElement.style.backgroundColor = "#cccccc";
+      answeredCards++;
+    }
+    function checkAnswer(category, difficulty, selectedAnswer) {
+      const question = questions[category][difficulty];
+      const correctAnswer = question.a[question.correct];
+      const isCorrect = selectedAnswer === question.correct;
+      const value = (difficulty + 1) * 100;
+      document.querySelectorAll(".answer-btn").forEach((btn) => {
+        btn.disabled = true;
+        btn.classList.add("disabled");
+      });
+      if (isCorrect) {
+        score += value;
+        questionDisplay.innerHTML += `<p class="feedback" style="color: green;">Correct! You earned $${value}.</p>`;
+      } else {
+        score -= value;
+        questionDisplay.innerHTML += `<p class="feedback" style="color: red;">Wrong! You lost $${value}. The correct answer was: ${correctAnswer}</p>`;
+      }
+      scoreDisplay.textContent = `Score: ${score}`;
+      if (answeredCards === totalCards) {
+        endGame();
+      }
+    }
+    function endGame() {
+      questionDisplay.innerHTML = `<h2>Game Over!</h2><p>Your final score is $${score}.</p>`;
+    }
+    createBoard();
+  </script>
+</body>
+</html>