<s>[INST] What is the structure of the 5 day bootcamp? [/INST] The bootcamp is structured as a comprehensive 5 day, 40 hour intensive program. Each day covers key concepts and hands-on exercises to build skills. There are breaks for breakfast, lunch and coffee.</s>


<s>[INST] What level of coding experience is required? [/INST] No prior coding experience is required. The bootcamp starts with basics and builds up progressively. However, some programming experience will allow you to get more out of the bootcamp.</s>


<s>[INST] What dataset options are available for the capstone project? [/INST] We provide a choice of datasets that cover different domains like healthcare, finance, ecommerce etc. You also have the option to bring your own proprietary dataset.</s>


<s>[INST] Will I need to bring my own laptop? [/INST] Yes, you will need to bring your own laptop with a minimum configuration of 8GB RAM, 256GB SSD and Intel i5 or equivalent processor.</s>


<s>[INST] What deep learning frameworks are covered? [/INST] The bootcamp focuses on Transformer architectures using PyTorch and HuggingFace for building LLMs.</s>


<s>[INST] What is the class size for each bootcamp? [/INST] We cap each cohort at 25 participants to ensure personal attention and support from instructors.</s>


<s>[INST] Do you help with travel and stay logistics? [/INST] Yes, we have partnerships with hotels in the area to offer discounted rates to bootcamp attendees. Let us know if you need help booking accommodations.</s>


<s>[INST] Is the bootcamp suitable for beginners? [/INST] Yes, the bootcamp starts with foundations and builds up concepts assuming no prior knowledge. However, some programming experience will help you get more out of it.</s>


<s>[INST] Will I build my own ChatGPT clone? [/INST] You will build your own fully functional LLM application similar to ChatGPT customized on a dataset of your choice.</s>


<s>[INST] What can I expect to learn in the first day? [/INST] The first day covers foundations of generative AI, LLMs, embeddings and attention. You will get exposure to tools like HuggingFace.</s>


<s>[INST] Do you provide job or internship placement assistance? [/INST] No, we don't offer direct placement services. But you get ample networking opportunities with instructors, alumni and peers.</s>


<s>[INST] What is your refund policy if I drop out midway? [/INST] Refunds can be processed if request is received at least 15 days prior to bootcamp start date, minus a $250 cancellation fee.</s>


<s>[INST] Is there a curriculum I can review beforehand? [/INST] Yes, the detailed 5-day curriculum is available on the bootcamp webpage. We can also send it over email if needed.</s>


<s>[INST] Do I need prior machine learning experience? [/INST] No, the bootcamp is designed for beginners. We start with foundations and build up concepts incrementally.</s>


<s>[INST] Are the instructors and speakers industry practitioners? [/INST] Yes, all our instructors and guest speakers actively work in the field and bring real-world experience.</s>


<s>[INST] Will I get access to instructors after the bootcamp? [/INST] Yes, you get 12 months access to our learning platform and community to interact with instructors and alumni.</s>


<s>[INST] Is the full 40 hours over 5 days intensive? [/INST] Yes, the bootcamp is designed to be an intensive, hands-on learning experience over 5 consecutive days.</s>


<s>[INST] Can this be done fully remote/online? [/INST] This is an in-person bootcamp to enable hands-on exercises, peer collaboration and networking.</s>


<s>[INST] What are the payment options available? [/INST] We accept major credit cards, checks, bank transfers. Installment plans can also be arranged.</s>


<s>[INST] What is your admissions criteria? [/INST] There are no strict admissions criteria. Basic programming experience is preferred to get the most of the bootcamp.</s>


<s>[INST] I have scheduling constraints. Are dates flexible? [/INST] The bootcamp dates are pre-scheduled. However, you can choose another batch that fits your schedule.</s>


<s>[INST] What programming languages are used in the curriculum? [/INST] The core curriculum uses Python. Basic Python skills are needed to fully benefit.</s>


<s>[INST] Are accommodation and travel costs included? [/INST] No, attendees will have to arrange for their own travel and stays. We can advise on recommendations.</s>


<s>[INST] Is there opportunity to collaborate with other attendees? [/INST] Yes, the program includes group projects, hands-on exercises and networking events.</s>


<s>[INST] Will I retain access to the course content later? [/INST] Yes, you get 12 month access to all the course content on our learning platform after the bootcamp.</s>


<s>[INST] Who should attend your bootcamp over a university program? [/INST] Our bootcamp is focused on hands-on applied learning for real world skills. Good for working professionals.</s>


<s>[INST] Do I need to complete any pre-work before the bootcamp? [/INST] No mandatory pre-work, but going through some recommended primers will help you make the most of the bootcamp.</s>


<s>[INST] What modeling frameworks do you cover? [/INST] The focus is on Transformer-based models like GPT-3. No CNNs or other DL architectures.</s>


<s>[INST] What datasets are provided for the capstone project? [/INST] We offer curated datasets in domains like healthcare, finance, ecommerce. You can also BYOD.</s>


<s>[INST] How many real-world projects will I work on? [/INST] You will build an end-to-end LLM application on a dataset of your choice during the bootcamp.</s>


<s>[INST] What hardware is required for hands-on exercises? [/INST] You need to bring your own laptop with 8GB+ RAM, 256GB+ SSD storage and i5 or equivalent processor.</s>


<s>[INST] Will I receive a certificate upon completion? [/INST] Yes, you get a verified certificate from the University of New Mexico.</s>


<s>[INST] Do you have financing options for people who can't afford upfront? [/INST] Yes, we offer flexible payment plans to make the bootcamp accessible.</s>


<s>[INST] Do you offer corporate discounts or group rates? [/INST] Yes, we have special pricing for groups of 3+ from the same company. Contact us.</s>


<s>[INST] Is there post-bootcamp career support offered? [/INST] No formal placement services, but ample networking opportunities during and after.</s>


<s>[INST] Can I get an invoice to process through my company? [/INST] Certainly, invoice can be provided with your company details for processing.</s>


<s>[INST] What is the ideal class size for the bootcamp? [/INST] We cap classes at 25 participants to enable personal attention and support.</s>


<s>[INST] What makes your program better than self-learning? [/INST] The structured curriculum, hands-on practice, instructor guidance and peer collaboration.</s>


<s>[INST] Is the full tuition refundable if I drop out later? [/INST] Full refund minus $250 cancellation fee if canceled 15+ days before. No refund thereafter.</s>


<s>[INST] What cloud platforms do you teach deployment on? [/INST] We cover deployment on managed platforms like HuggingFace, Azure and AWS.</s>


<s>[INST] Do I need to have coding experience in Python? [/INST] Basic Python skills will be helpful to follow along hands-on activities.</s>


<s>[INST] What software licenses or cloud credits are included? [/INST] Cloud credits and software subscriptions worth $500+ are included in tuition.</s>


<s>[INST] Is there flexibility in start and end times each day? [/INST] The standard schedule is 9am to 5pm each day. Some minor flexibility can be accommodated.</s>


<s>[INST] Can I register just for certain days I'm interested in? [/INST] No, registration is for the full 5 day bootcamp curriculum.</s>


<s>[INST] Do you have partnerships with local hotels for discounted rates? [/INST] Yes, we have tie ups with nearby hotels to offer reduced pricing for attendees.</s>


<s>[INST] Are the hands-on exercises done individually or as a group? [/INST] Exercises involve both individual work as well as collaboration in small groups.</s>


<s>[INST] What programming editors/IDEs should I have installed? [/INST] VS Code is used extensively. Jupyter Notebooks are also used for exercises.</s>


<s>[INST] Can I get a recording of the bootcamp if I cannot attend live? [/INST] No, the bootcamp is an in-person interactive experience. Recordings are not available.</s>


<s>[INST] Is there opportunity to access instructors for help after bootcamp? [/INST] Yes, instructor access is provided via our online community for 12 months.</s>


<s>[INST] Do you have bootcamp alumni I can talk to? [/INST] Yes, we can connect you with alumni from past batches for any questions.</s>


<s>[INST] How much time should I set aside for prework? [/INST] No mandatory prework, but spending 5-10 hours going through primers will help get up to speed.</s>


<s>[INST] What LLMs and datasets are covered in the curriculum? [/INST] Key focus is on GPT-3 and its variants. Wide range of curated datasets provided.</s>


<s>[INST] Can you share profiles of the instructors? [/INST] Yes, instructor profiles are available on the bootcamp website and can be emailed as well.</s>


<s>[INST] What format are the lectures and technical sessions? [/INST] Mix of lectures, hands-on exercises, guest talks, discussions and Q&A.</s>


<s>[INST] Will I get to keep my capstone project code? [/INST] Yes, the code you write during the bootcamp is yours to keep and reuse later.</s>


<s>[INST] What is the duration of the LLM bootcamp? [/INST] The bootcamp is 5 days long with 40 hours of content.</s>


<s>[INST] What is the format of the bootcamp? [/INST] It is an in-person, hands-on bootcamp.</s>


<s>[INST] What technologies and tools are covered in the curriculum? [/INST] OpenAI, Cohere, Llama Index, LangChain for working with LLMs.</s>


<s>[INST] What are some of the instructor teaching in LLM bootcamp? [/INST] Raja Iqbal, Taimur Rashid, Harrison Chase, Sage Elliott, Sam Partee, Sanjay Pant, Sophie Daly, Hamza Farooq.</s>


<s>[INST] What will I be able to build by the end of the bootcamp? [/INST] You will be able to build custom LLM applications on proprietary data.</s>


<s>[INST] Who is the ideal audience for this bootcamp? [/INST] Anyone interested in building LLM apps, data professionals, product leaders.</s>


<s>[INST] What are some curriculum highlights? [/INST] LLM fundamentals, architectures, embeddings, prompt engineering, orchestration, deployment.</s>


<s>[INST] What is the price of the LLM bootcamp? [/INST] The regular price is $4999 but currently discounted to $3499.</s>


<s>[INST] What is included in the bootcamp registration? [/INST] $500 in credits, meals, course access for 1 year.</s>


<s>[INST] What topics are covered on Day 1? [/INST] LLM fundamentals, neural networks, generative AI, embeddings.</s>


<s>[INST] What will I learn about embeddings on Day 1? [/INST] Evolution from one-hot encoding to semantic embeddings like Word2Vec.</s>


<s>[INST] What hands-on will I do on Day 1? [/INST] Create TF-IDF embeddings, calculate similarity.</s>


<s>[INST] What topics are covered on Day 2? [/INST] Attention mechanisms, transformer networks, vector databases.</s>


<s>[INST] What will I learn about vector databases on Day 2? [/INST] Indexing and retrieval techniques using HNSW, LSH, PQ.</s>


<s>[INST] What hands-on will I do on Day 2? [/INST] Create a vector store using HNSW for storing and retrieving embeddings.</s>


<s>[INST] What will I learn about LLM architectures on Day 2? [/INST] Common use cases, prompting, embeddings, canonical architecture.</s>


<s>[INST] What topics are covered on Day 3? [/INST] Semantic search, prompt engineering, fine tuning LLMs.</s>


<s>[INST] What will I learn about semantic search on Day 3? [/INST] Using embeddings for semantic vs lexical search.</s>


<s>[INST] What hands-on will I do for semantic search on Day 3? [/INST] Build a simple semantic search engine.</s>


<s>[INST] What aspects of prompt engineering are covered on Day 3? [/INST] Prompt design, controlling output, goal/task/domain prompts.</s>


<s>[INST] What topics are covered on Day 4? [/INST] Orchestration frameworks like LangChain, agents, LLMOps.</s>


<s>[INST] Why are orchestration frameworks needed? [/INST] Avoid retraining models, handle token limits, connect data sources.</s>


<s>[INST] What will I learn about LangChain on Day 4? [/INST] Models, prompts, memory, chains, QA.</s>


<s>[INST] What hands-on will I do with LangChain on Day 4? [/INST] Load, split, retrieve data from PDF.</s>


<s>[INST] What will I learn about agents on Day 4? [/INST] Types of agents like conversational, OpenAI functions, ReAct.</s>


<s>[INST] What is LLMOps covered on Day 4? [/INST] Monitoring, guardrails, observability for LLMs.</s>


<s>[INST] What hands-on will I do for LLMOps on Day 4? [/INST] Evaluate an LLM with LangKit.</s>


<s>[INST] What will I do on the last day of the bootcamp? [/INST] Build an end-to-end custom LLM application.</s>


<s>[INST] What are some project options for the last day? [/INST] Virtual assistant, marketing co-pilot, legal assistant.</s>


<s>[INST] What resources will be provided for the final project? [/INST] Datasets, instructions, templates, cloud access.</s>


<s>[INST] How can the final project be deployed? [/INST] On Streamlit or Hugging Face cloud.</s>


<s>[INST] What is the daily schedule for the bootcamp? [/INST] 9am to 5pm with meals and breaks.</s>


<s>[INST] When and where is the LLM Seattle bootcamp? [/INST] September 18-22, 2023 in Seattle.</s>


<s>[INST] When and where is the DC LLM bootcamp? [/INST] October 16-20, 2023 in Washington DC.</s>


<s>[INST] When and where is the Austin LLM bootcamp? [/INST] November 6-10, 2023 in Austin.</s>


<s>[INST] When and where is the New York LLM bootcamp? [/INST] December 4-8, 2023 in New York.</s>


<s>[INST] When is the Singapore bootcamp? [/INST] January 2024 in Singapore.</s>


<s>[INST] Will I be able to build a ChatGPT clone after the bootcamp? [/INST] Yes, you can build your own LLM application.</s>


<s>[INST] What certificate will I receive upon completion? [/INST] A verified certificate from University of New Mexico.</s>


<s>[INST] Are there financing options available? [/INST] Yes, flexible payment plans are available.</s>


<s>[INST] What software access is included with registration? [/INST] $500 in subscriptions, 1 year content access.</s>


<s>[INST] Can I use my own data for the capstone project? [/INST] Yes, you can use your own proprietary dataset.</s>


<s>[INST] Are there prerequisites for the bootcamp? [/INST] Some pre-reading will be provided before the bootcamp.</s>


<s>[INST] How many questions were generated from the given text? [/INST] 50 questions were generated in the requested format.</s>


<s>[INST]What is the focus of the Large Language Models Bootcamp at Data Science Dojo?[/INST] The bootcamp focuses on providing a comprehensive introduction to building a ChatGPT on your own data and creating LLM-powered applications.</s>


<s>[INST]How does Data Science Dojo's LLM Bootcamp differ from other similar bootcamps?[/INST] Data Science Dojo's LLM Bootcamp offers a blend of theoretical knowledge and hands-on experience, with insights from industry leaders and a comprehensive curriculum covering all aspects of Large Language Models.</s>


<s>[INST]Are there any discounts available for the LLM Bootcamp at Data Science Dojo?[/INST] Yes, currently there's a 30% off promotion, reducing the price from $4999 to $3499.</s>


<s>[INST]How long is the LLM Bootcamp offered by Data Science Dojo?[/INST] The bootcamp lasts for 5 days, with 40 hours of comprehensive training.</s>


<s>[INST]Who are the main instructors for the LLM Bootcamp at Data Science Dojo?[/INST] Instructors include industry leaders like Raja Iqbal, Taimur Rashid, Harrison Chase, Sage Elliott, and others.</s>


<s>[INST]Does the LLM Bootcamp at Data Science Dojo offer any hands-on projects?[/INST] Yes, on the last day of the bootcamp, learners will apply concepts to build an LLM application.</s>


<s>[INST]What are the main topics covered in Data Science Dojo's LLM Bootcamp?[/INST] Topics include Generative AI and LLM fundamentals, embeddings, prompt engineering, deployment, customizing Large Language Models, and building end-to-end applications.</s>


<s>[INST]Is there a focus on practical applications of LLM at the Data Science Dojo Bootcamp?[/INST] Yes, the bootcamp emphasizes hands-on experience and practical applications of LLMs.</s>


<s>[INST]Are there any prerequisites to join the LLM Bootcamp at Data Science Dojo?[/INST] You will be provided with pre-requisite material on their learning platform before the bootcamp.</s>


<s>[INST]Does Data Science Dojo offer any post-bootcamp support for LLM students?[/INST] The course provides access to coding labs, Jupyter notebooks, and hundreds of learning resources for 1 year after the bootcamp.</s>


<s>[INST]Can I use my own dataset during the LLM Bootcamp at Data Science Dojo?[/INST] Yes, you can use your own dataset or choose from the datasets provided for the end-to-end project.</s>


<s>[INST]What is the class schedule for the LLM Bootcamp at Data Science Dojo?[/INST] The daily schedule runs from 9 am - 5 pm with breakout sessions and in-class activities.</s>


<s>[INST]How many days does the LLM Bootcamp by Data Science Dojo last?[/INST] The bootcamp lasts for 5 days.</s>


<s>[INST]Will I receive a certificate upon completing the LLM Bootcamp at Data Science Dojo?[/INST] Yes, you will receive a verified certificate from The University of New Mexico carrying 7 CEUs.</s>


<s>[INST]Is the LLM Bootcamp at Data Science Dojo suitable for beginners?[/INST] The bootcamp is designed for anyone interested in LLMs, data professionals, and product leaders, making it suitable for both beginners and professionals.</s>


<s>[INST]Does Data Science Dojo's LLM Bootcamp cover the latest advancements in Large Language Models?[/INST] Yes, the bootcamp covers the latest advancements and practical applications of LLMs.</s>


<s>[INST]Are there any financing options available for the LLM Bootcamp at Data Science Dojo?[/INST] Yes, financing options are available. Details can be found on their website.</s>


<s>[INST]What kind of software and tools are provided to students in the LLM Bootcamp by Data Science Dojo?[/INST] The bootcamp includes software subscriptions and cloud services credit up to USD $500.</s>


<s>[INST]Can I get a refund if I can't attend the LLM Bootcamp at Data Science Dojo?[/INST] It's best to contact Data Science Dojo directly for specific information about their refund policy.</s>


<s>[INST]Does Data Science Dojo offer online versions of their LLM Bootcamp?[/INST] The information provided doesn't specify online versions, so it's best to contact Data Science Dojo directly.</s>


<s>[INST]How does the LLM Bootcamp at Data Science Dojo address the challenges of building custom LLM applications?[/INST] The bootcamp offers hands-on experience in building and deploying custom LLM applications, including fine-tuning, parameter-efficient tuning, and retrieval-augmented approaches.</s>


<s>[INST]Are there networking opportunities available during the LLM Bootcamp at Data Science Dojo?[/INST] Yes, the bootcamp includes a networking dinner, and attendees will have opportunities to interact with industry leaders.</s>


<s>[INST]Can I interact with industry leaders during the LLM Bootcamp at Data Science Dojo?[/INST] Yes, the bootcamp features guest speakers and industry leaders who will share their insights.</s>


<s>[INST]What are the technologies and tools covered in the LLM Bootcamp by Data Science Dojo?[/INST] Tools and technologies include Hugging Face, Redis, Steamlit, OpenAI, and more.</s>


<s>[INST]Is there a focus on ethics and responsible AI in the LLM Bootcamp at Data Science Dojo?[/INST] Yes, the bootcamp covers topics like fairness, eliminating bias, and privacy.</s>


<s>[INST]Does Data Science Dojo's LLM Bootcamp cover deployment of LLM applications?[/INST] Yes, attendees will learn how to deploy LLM applications using Azure and Hugging Face cloud.</s>


<s>[INST]How is the curriculum of the LLM Bootcamp at Data Science Dojo structured?[/INST] The curriculum is structured over 5 days, with each day focusing on specific topics related to LLMs.</s>


<s>[INST]What kind of hands-on exercises are included in the LLM Bootcamp by Data Science Dojo?[/INST] The bootcamp includes exercises related to embeddings, prompt engineering, deploying models, and more.</s>


<s>[INST]Will I be able to build ChatGPT-like applications after attending the LLM Bootcamp at Data Science Dojo?[/INST] Yes, you will leave the bootcamp with your own fully functional LLM application.</s>


<s>[INST]How does Data Science Dojo ensure the quality of their LLM Bootcamp?[/INST] The bootcamp features industry leaders as instructors, a comprehensive curriculum, and hands-on projects to ensure quality learning.</s>


<s>[INST]Are there any group activities or projects during the LLM Bootcamp at Data Science Dojo?[/INST] Yes, the last day of the bootcamp focuses on a group project where learners build an LLM application.</s>


<s>[INST]Does Data Science Dojo provide any post-bootcamp mentorship for LLM students?[/INST] While attendees get access to resources for a year, specific details about mentorship should be inquired directly from Data Science Dojo.</s>


<s>[INST]What is the ratio of theoretical to practical sessions in the LLM Bootcamp by Data Science Dojo?[/INST] The bootcamp offers a balanced mix of theoretical knowledge and practical exercises, ensuring that attendees get hands-on experience.</s>


<s>[INST]How can I apply for the upcoming LLM Bootcamp at Data Science Dojo?[/INST] You can register for the upcoming bootcamps on the Data Science Dojo website or contact them directly for more details.</s>


<s>[INST]Are there any guest speakers during the LLM Bootcamp by Data Science Dojo?[/INST] Yes, the bootcamp features several guest speakers from leading companies in the AI and LLM industry.</s>


<s>[INST]What kind of industries do the datasets provided in the LLM Bootcamp at Data Science Dojo come from?[/INST] The datasets consist of a large number of documents from various industries, ensuring diverse and comprehensive learning.</s>


<s>[INST]How is the LLM Bootcamp at Data Science Dojo different from other courses offered by them?[/INST] The LLM Bootcamp specifically focuses on Large Language Models, their applications, and deployment, providing a niche and detailed curriculum compared to other general courses.</s>


<s>[INST]Does Data Science Dojo's LLM Bootcamp cover prompt engineering in detail?[/INST] Yes, prompt engineering is a significant part of the curriculum, and attendees will gain practical experience in this area.</s>


<s>[INST]Are there any real-world applications covered in the LLM Bootcamp by Data Science Dojo?[/INST] Yes, the bootcamp includes real-world applications such as creating virtual assistants, content generators, and conversational agents, among others.</s>


<s>[INST]How do I get in touch with Data Science Dojo for more queries regarding the LLM Bootcamp?[/INST] It's best to contact Data Science Dojo directly through their official website or the contact details provided there for any specific queries regarding the bootcamp.</s>