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What you'll learn?
- Harness the collaborative power of Python Jupyter Notebooks for generative AI, ML, and data science projects.
- Set up and manage multiuser environments using JupyterHub on cloud platforms like AWS, GCP, and Azure.
- Deploy Jupyter Notebooks on AWS, GCP, and Azure, enabling seamless collaboration with team members.
- Enable ChatUI within Jupyter environments for real-time communication and collaboration.
- Utilize magic commands to enhance productivity and efficiency in Jupyter Notebooks.
- Secure JupyterHub deployments with HTTPS encryption to protect sensitive data.
- Install and manage additional Python packages and dependencies within Jupyter Notebooks.
- Gain hands-on experience through practical demonstrations, interactive exercises, and immersive lectures.
Course Overview
This comprehensive course equips participants with essential skills to harness the collaborative power of Python Jupyter Notebooks for generative AI, machine learning (ML), and data science projects. Through immersive hands-on exercises and practical demonstrations, learners navigate the dynamic realm of Jupyter Notebooks, gaining mastery over collaborative workflows and innovative techniques.
The course begins with an overview of its structure, objectives, and expected outcomes, emphasizing the importance of collaborative environments in data-driven projects. Participants delve into the core concepts and functionalities of Jupyter Notebooks in the context of generative AI, exploring intuitive interfaces and configurations tailored for AI applications.
Practical sessions guide participants through the setup and configuration of Jupyter Notebooks on cloud platforms such as AWS, GCP, and Azure, enabling seamless collaboration with team members. Advanced topics include enabling multiuser environments using JupyterHub, integrating ChatUI for real-time communication, and leveraging magic commands to enhance productivity.
Participants learn to secure JupyterHub deployments with HTTPS encryption, protecting sensitive data from unauthorized access. Additionally, they gain proficiency in installing and managing additional Python packages and dependencies within Jupyter Notebooks, extending the functionality of their environments.
By the course's conclusion, participants have acquired profound insights and practical skills essential for navigating the complex landscape of data-driven innovation. Whether data scientists, machine learning engineers, project managers, or enthusiasts, learners emerge ready to leverage Python Jupyter Notebooks for collaborative AI, ML, and data science projects.
Pre-requisites
- Basic understanding of Python programming language and familiarity with data science concepts.
- Prior knowledge of Jupyter Notebooks is beneficial but not mandatory, as the course covers introductory to advanced topics.
- Familiarity with cloud computing platforms such as AWS, GCP, or Azure is advantageous but not required, as the course provides step-by-step guidance for setting up Jupyter environments on these platforms.
Target Audience
- Data scientists, machine learning engineers, and AI practitioners seeking to enhance collaboration and productivity in their projects.
- Professionals interested in exploring the collaborative capabilities of Python Jupyter Notebooks for generative AI, ML, and data science.
- Team leads or project managers aiming to facilitate teamwork and innovation within their organizations by leveraging JupyterHub for multiuser environments.
- Students or enthusiasts eager to delve into the dynamic realm of generative AI, ML, and data science collaboration using cutting-edge tools and technologies like Jupyter Notebooks and JupyterHub.
Curriculum 11 Lectures 02:08:37
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Section 1 : Multiuser Python Jupyter Notebooks for Gen AI, ML & DS
- Lecture 2 :
- 02 - Overview of Generative AI and LLM Capabilities in Jupyter
- Lecture 3 :
- 03 - Setup and installation of Jupyter Python Notebook on AWS Cloud
- Lecture 4 :
- 04 (Part 1) Setup and installation of Jupyter Python Notebook on GCP cloud on CP
- Lecture 5 :
- 04 (Part 2) Setup and installation of Jupyter Python Notebook on GCP cloud on GP
- Lecture 6 :
- 05 (Part 1) Setup of Jupyter Python Notebook on Azure cloud on CPU VM
- Lecture 7 :
- 05 (Part 2) Setup of Jupyter Python Notebook on Azure cloud on GPU VM
- Lecture 8 :
- 06 - Enable Multiuser Environment in Jupyter AI
- Lecture 9 :
- 07 - ChatUI in Jupyter for Generative AI and LLMs
- Lecture 10 :
- 08 - Magic Commands in Jupyter AI
- Lecture 11 :
- 09 - How to Enable HTTPS
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Frequently Asked Questions
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How do i access the course after purchase?
It's simple. When you sign up, you'll immediately have unlimited viewing of thousands of expert courses, paths to guide your learning, tools to measure your skills and hands-on resources like exercise files. There’s no limit on what you can learn and you can cancel at any time. -
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Yes. All of the courses comes with online video based lectures created by certified instructors. Instructors have crafted these courses with a blend of high quality interactive videos, lectures, quizzes & real world projects to give you an indepth knowledge about the topic. -
Can i play & pause the course as per my convenience?
Yes absolutely & thats one of the advantage of self-paced courses. You can anytime pause or resume the course & come back & forth from one lecture to another lecture, play the videos mulitple times & so on. -
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Most of these courses have general questions & answers already covered within the course lectures. However, if you need any further help from the instructor, you can use the inbuilt Chat with Instructor option to send a message to an instructor & they will reply you within 24 hours. You can ask as many questions as you want. -
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Brilliant question? Isn't it? You can access the courses on any device like PC, Mobile, Tablet & even on a smart tv. For mobile & a tablet you can download the Learnfly android or an iOS app. If mobile app is not available in your country, you can access the course directly by visting our website, its fully mobile friendly. -
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Yes. Once you complete any course on our platform along with provided assessments by the instructor, you will be eligble to get certificate of course completion.
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In today’s world, technology is the biggest business enabler and Techlatest helps others to take advantage of the latest and greatest in the technology by bridging the gap between their needs and what the latest trends in technology has to offer.
Techlatest not only provides courses on latest technologies but also take care of providing the required setup and infrastructure to get hands-on experience.
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