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2.3 What is Machine Learning

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2.3 What is Machine Learning Machine learning is a branch of artificial intelligence (AI) that teaches computers to learn and make predictions or decisions without being explicitly programmed. It involves training a computer system using data so that it can recognize patterns and make accurate predictions or take actions based on those patterns. Here are a few real-world examples to help illustrate the concept: Spam Detection : Imagine you receive lots of emails every day, and some of them are spam. Machine learning algorithms can be trained to analyse the content, structure, and characteristics of emails to identify patterns commonly found in spam emails. Once trained, the system can automatically classify incoming emails as either spam or not spam, helping you avoid cluttering your inbox with unwanted messages. Voice Assistants: Virtual voice assistants like Siri, Alexa, or Google Assistant rely on machine learning to understand and respond to user commands or queries. These assista

How IPL uses Design Thinking ?

How IPL uses Design Thinking  Design thinking is a human-centered approach to problem-solving that uses empathy, creativity, and collaboration to come up with innovative solutions. It can be used to solve problems in a variety of contexts, from business to education to social impact. The Indian Premier League (IPL) is a professional Twenty20 cricket league in India. It is the most-watched cricket league in the world, with an average viewership of over 500 million people. The IPL is also one of the most popular sports leagues in the world, with a total valuation of over $6 billion. The IPL has used design thinking to improve the fan experience in a number of ways. For example, the IPL has used design thinking to: Improve fan engagement : The IPL has used design thinking to understand the needs of fans and create new ways for them to engage with the tournament. For example, the IPL has developed a new mobile app that allows fans to follow the tournament, interact with other fans, and lea

Day 3: What Bard AI Can Do

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Day 3: What Bard AI Can Do Bard AI can do many things, including: Generate text, such as poems, stories, and scripts. Translate languages. Answer questions in an informative way. Generate code. Solve problems. Bard AI is still under development, but it is constantly learning new things. As it learns more, it will be able to do even more things.

User's Guide to ChatGPT

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User's Guide to ChatGPT Introduction to ChatGPT: ChatGPT is an AI language model developed by OpenAI. It is based on the GPT-3.5 architecture, which enables it to generate human-like responses to text inputs. ChatGPT can assist users in a wide range of topics, engage in conversations, and provide information on various subjects. Importance of GPT: GPT (Generative Pre-trained Transformer) models like ChatGPT are essential because they can understand and generate human-like text, making them valuable tools for tasks such as language translation, content generation, customer support, and more. GPT models have the potential to streamline processes, enhance communication, and provide information on-demand. Use Cases: ChatGPT has numerous applications and can be beneficial in various scenarios. Here are some common use cases for ChatGPT: Content Generation: ChatGPT can help generate blog posts, articles, or creative writing prompts. Example prompt: "Write a blog post about the benef

Bard AI: Useful tools for Engineering Students

Bard AI: Useful tools for Engineering Students Bard Code: Bard Code is a tool that can generate code in a variety of programming languages. This can be helpful for engineering students who are struggling to write code or who need to generate code quickly. For example, you could use Bard Code to generate a program that solves a specific mathematical problem. Bard Math: Bard Math is a tool that can solve math problems. This can be helpful for engineering students who are struggling with math or who need to solve math problems quickly. For example, you could use Bard Math to solve a differential equation. Bard Design : Bard Design is a tool that can generate design ideas. This can be helpful for engineering students who are struggling to come up with design ideas or who need to generate design ideas quickly. For example, you could use Bard Design to generate ideas for a new type of bridge. Bard Research : Bard Research is a tool that can help you find information on the internet. This ca

Bard AI: Suggest 10 Chrome extensions for students designed to improve productivity while studying.

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Bard AI: Suggest 10 Chrome extensions for students designed to improve productivity while studying. Here are 10 Chrome extensions for students designed to improve productivity while studying: Grammarly - This extension helps you to improve your grammar, spelling, and punctuation. It can be a lifesaver when you're writing papers or emails. To-do list - This extension helps you to stay organized and on track with your tasks. You can create lists of assignments, due dates, and other important information. Evernote - This extension allows you to take notes, clip articles, and save images from the web. It's a great way to stay organized and to collect information for your studies. Google Scholar - This extension helps you to find scholarly articles and research papers. It's a great resource for students who are working on research papers or projects. Cite This For Me - This extension helps you to generate citations for your papers. It's a great time-saver, and it can help

Day 2: How Bard AI Works

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Day 2: How Bard AI Works Bard AI is a large language model, which means it is trained on a massive dataset of text and code. This dataset includes text from books, articles, websites, and code from GitHub repositories. Bard AI uses this dataset to learn how to generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way. When you give Bard AI a prompt, it first tries to understand what you are asking. It does this by analyzing the words in your prompt and the context in which they are used. Once it has a good understanding of your prompt, it starts to generate a response. Bard AI uses its knowledge of the world and its understanding of language to generate a response that is both accurate and informative.