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Gen AI: What tools and resources do you find indispensable for enhancing your capabilities?

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Claudia Alcelay
PMI Team Member
Learning & Innovation Research Manager| Project Management Institute (PMI) Spain
I'm keen to delve into your tools for working with Generative AI data. What tools and resources do you find indispensable?

From purchasing synthetic data to the apps you use for deploying and fine-tuning AI models, how do you manage your data cleaning processes?

Which charting and visualization tools do you prefer for data representation?

Your recommendations are a treasure trove of insights for those of us looking to enhance our Gen AI capabilities!
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Jonathan Lewis Director of Software Engineering| IFG Companies Inc. Durham, Nc, United States
This is again a question I cannot answer. We are still learning about GenAI, looking for ways to apply it to our organization, and evaluating AI tools which can help deliver value.
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George Offord PM II| Freelance Budapest, Budapest, Hungary
The basic documentation skills of GenAI are enough for now. The analysis of incoming business requirements per customer versus the existing functionality of the available products and proposed products, would go a long way in saving the corporation both time and money. There is an amazingly large area during this analysis phase where it is open for human error. GenAI would both automate this process and ensure this phases robustness (infallibility).
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Augustino Binamu Edmonton, ALBERTA, Canada
The tools and resources that I find indispensable for enhancing my capabilities when working with Generative AI data are:

- Pandas/NumPy (Python Libraries)
- PyTorch
- OpenAI GPT
- Google Colab
- BLEU/ROUGE Scores
- Kubernetes
- TensorBoard
- IBM AI Fairness 360

These tools not only enhance my capability to develop sophisticated models but also ensure that my models are deployed efficiently, ethically, and effectively in real-world applications.
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Theresa Fassig Normil Aldie, Va, United States
I have played with these tools a bit and I am excited to see if anything will be adopted at the corporate level, but we'll have to see. Not all of this is no-cost and I have not tried them thoroughly, but here are some of the most useful ones I have tried out:
https://notegpt.io - summarizes all kinds of content including Youtube, Udemy, Coursera for faster learning
https://tryshift.com - browser allows the unification of several different applications in one shell to boost productivity
https://infogram.com - quick builder for presentations, infographics, reports, etc.
https://axiom.ai - no code browser automation
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Jeickon Fernando Villamil Matallana Transportes Frigorificos Narval Madrid, Md, Spain
Dec 11, 2023 6:00 PM
Replying to Vladislav Gomzyakov
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Not all of these are free and not all I've used extensively but I consider these some of the most useful ones I have checked out:

https://axiom.ai - no code browser automation.

https://infogram.com - quick builder for presentations, infographics, reports, etc.

https://notegpt.io - summarizer for all kinds of content including Yutube, Udemy, Coursera for quicker learning.

https://tryshift.com - browser that allows to unify several different applications in one shell to boost productivity.
What interesting tools! I especially loved NoteGPT. Thank you so much for sharing them.
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Mónica Rojas Acuña Washington, Dc, United States
Dec 08, 2023 2:29 AM
Replying to Hakam Madi
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Hello Claudia,

I've been experimenting with Perplexity in my AI data, but I can't fully recommend it yet since my experiments are incomplete. However, so far, I like it.

As for charting and visualization tools, if you're building a webpage (internally or externally), I recommend using eCharts and DataWrapper. They're both free and easily accessible at the following links:

https://www.datawrapper.de/charts
https://echarts.apache.org/examples/en/index.html

If you prefer connecting your data to a data analytics solution, the best advanced-solution is Google Data Studio (Looker Studio). It's free to use and there are plenty of resources available to help you learn how to use it seamlessly.
It is an indispensable tool to have access to the organization’s database to be able to generate different reports. Data cleaning will depend on the needs of the solution. I use pivot tables and Power BI.
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Badri N Srinivasan AVP and Lead - Agile Center| Societe Generale Global Solutions Center Bangalore, Karnataka, India
We are just starting out using some basic tools and some tools that we just started using - otter.ai, fireflies.ai, etc.
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Rogelio Guzman Poplar Grove, Il, United States
I've been diving into various AI platforms like Perplexity, Claude, and ChatGPT, experimenting and switching between them. Lately, though, I've found myself using ChatGPT the most, primarily because of the ability to create custom GPTs tailored to specific needs. That flexibility is crucial for me. On the project management side, I've been using ClickUp, which also has integrated AI features. I find myself alternating between these tools quite a bit.
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Anonymous
I'm new on this and in my Company we have Microsoft tools so I just use thee ones and Chat GPT, because any tool we propose to use must be validated by our security team.
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Yogesh Jadhav Indore, MP, India
We are in the process of development
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