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@@ -102,6 +102,129 @@ During the turing test, the human questioner asks a series of questions to both | |
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| ## 🧪 Exercises | ||
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| <div> | ||
| <h3>1. LLMs and MMLLMs are constantly evolving.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>2. Multi-Modal LLMs can process and generate only text data.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>3. Which of the following are examples of Machine Learning applications?</h3> | ||
| <label><input type="checkbox" /> Image recognition</label><br /> | ||
| <label><input type="checkbox" /> Natural language processing</label><br /> | ||
| <label><input type="checkbox" /> Cloud deployment</label><br /> | ||
| <label><input type="checkbox" /> Shell scripting</label> | ||
| <h3>4. Deep Learning uses artificial neural networks with multiple layers.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>5. Natural Language Processing (NLP) includes which of the following?</h3> | ||
| <label><input type="checkbox" /> Text Analysis</label><br /> | ||
| <label><input type="checkbox" /> Language Understanding</label><br /> | ||
| <label><input type="checkbox" /> Cloud Computing</label><br /> | ||
| <label><input type="checkbox" /> Shell Commands</label> | ||
| <h3>6. RAG stands for Retrieval Augmented Generation.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>7. LLMs can only generate text and cannot understand it.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>8. Which of the following is NOT a type of Machine Learning?</h3> | ||
| <label><input type="checkbox" /> Supervised Learning</label><br /> | ||
| <label><input type="checkbox" /> Unsupervised Learning</label><br /> | ||
| <label><input type="checkbox" /> Reinforcement Learning</label><br /> | ||
| <label><input type="checkbox" /> Predictive Learning</label> | ||
| <h3>9. Deep Learning models require less data than traditional Machine Learning models.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>10. Natural Language Processing can be used for sentiment analysis.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>11. Which of the following are common applications of Deep Learning?</h3> | ||
| <label><input type="checkbox" /> Image Classification</label><br /> | ||
| <label><input type="checkbox" /> Speech Recognition</label><br /> | ||
| <label><input type="checkbox" /> Data Entry Automation</label><br /> | ||
| <label><input type="checkbox" /> Fraud Detection</label> | ||
| <h3>12. RAG can improve the accuracy of responses generated by LLMs.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>13. Which of the following is a benefit of using Cloud Computing for AI?</h3> | ||
| <label><input type="checkbox" /> Scalability</label><br /> | ||
| <label><input type="checkbox" /> Cost Efficiency</label><br /> | ||
| <label><input type="checkbox" /> Limited Accessibility</label><br /> | ||
| <label><input type="checkbox" /> Enhanced Security</label> | ||
| <h3>14. The Turing Test is designed to evaluate a machine's ability to exhibit intelligent behavior.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>15. Multi-Modal LLMs can only process text and images.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| </div> | ||
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| ::: details Solution | ||
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| <div> | ||
| <h3>1. LLMs and MMLLMs are constantly evolving.</h3> | ||
| <label><input type="checkbox" checked /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>2. Multi-Modal LLMs can process and generate only text data.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" checked /> False</label> | ||
| <h3>3. Which of the following are examples of Machine Learning applications?</h3> | ||
| <label><input type="checkbox" checked /> Image recognition</label><br /> | ||
| <label><input type="checkbox" checked /> Natural language processing</label><br /> | ||
| <label><input type="checkbox" /> Cloud deployment</label><br /> | ||
| <label><input type="checkbox" /> Shell scripting</label> | ||
| <h3>4. Deep Learning uses artificial neural networks with multiple layers.</h3> | ||
| <label><input type="checkbox" checked /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>5. Natural Language Processing (NLP) includes which of the following?</h3> | ||
| <label><input type="checkbox" checked /> Text Analysis</label><br /> | ||
| <label><input type="checkbox" checked /> Language Understanding</label><br /> | ||
| <label><input type="checkbox" /> Cloud Computing</label><br /> | ||
| <label><input type="checkbox" /> Shell Commands</label> | ||
| <h3>6. RAG stands for Retrieval Augmented Generation.</h3> | ||
| <label><input type="checkbox" checked /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>7. LLMs can only generate text and cannot understand it.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" checked /> False</label> | ||
| <h3>8. Which of the following is NOT a type of Machine Learning?</h3> | ||
| <label><input type="checkbox" /> Supervised Learning</label><br /> | ||
| <label><input type="checkbox" /> Unsupervised Learning</label><br /> | ||
| <label><input type="checkbox" /> Reinforcement Learning</label><br /> | ||
| <label><input type="checkbox" checked /> Predictive Learning</label> | ||
| <h3>9. Deep Learning models require less data than traditional Machine Learning models.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" checked /> False</label> | ||
| <h3>10. Natural Language Processing can be used for sentiment analysis.</h3> | ||
| <label><input type="checkbox" checked /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>11. Which of the following are common applications of Deep Learning?</h3> | ||
| <label><input type="checkbox" checked /> Image Classification</label><br /> | ||
| <label><input type="checkbox" checked /> Speech Recognition</label><br /> | ||
| <label><input type="checkbox" /> Data Entry Automation</label><br /> | ||
| <label><input type="checkbox" checked /> Fraud Detection</label> | ||
| <h3>12. RAG can improve the accuracy of responses generated by LLMs.</h3> | ||
| <label><input type="checkbox" checked /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>13. Which of the following is a benefit of using Cloud Computing for AI?</h3> | ||
| <label><input type="checkbox" checked /> Scalability</label><br /> | ||
| <label><input type="checkbox" checked /> Cost Efficiency</label><br /> | ||
| <label><input type="checkbox" /> Limited Accessibility</label><br /> | ||
| <label><input type="checkbox" /> Enhanced Security</label> | ||
| <h3>14. The Turing Test is designed to evaluate a machine's ability to exhibit intelligent behavior.</h3> | ||
| <label><input type="checkbox" checked /> True</label><br /> | ||
| <label><input type="checkbox" /> False</label> | ||
| <h3>15. Multi-Modal LLMs can only process text and images.</h3> | ||
| <label><input type="checkbox" /> True</label><br /> | ||
| <label><input type="checkbox" checked /> False</label> | ||
| </div> | ||
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| ::: | ||
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| ## 📖 Further readings | ||
| * [Generative AI Taskforce email](mailto:[email protected]) | ||
| * [Top 100 GenAI](https://a16z.com/100-gen-ai-apps/) | ||
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