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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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Ashwin Kumar H M
Community Champion
Consultant| Canarys Automation Ltd Bangalore, Karnataka, India

For working with Generative AI data, I’ve found the following tools indispensable:



Data Cleaning: Python libraries like Pandas and NumPy are great for data manipulation and cleaning, while OpenRefine is another solid option.

Synthetic Data: When purchasing or generating synthetic data, tools like Synthea and MOSTLY AI offer robust solutions.

Model Deployment: For deployment, I often use AWS SageMaker or Google AI Platform due to their flexibility and integration.

Visualization: For charting and visualizing data, I rely on Matplotlib and Seaborn in Python, or Tableau for more interactive visualizations.
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Sandro Guarniz Lima, Lima/Lima, Peru
FrecuentIy use ChatGPT, sometimes Copilot .
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Angel Romero Sacramento, Ca, United States
Dec 08, 2023 2:29 AM
Replying to Hakam Madi
...
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.
Thank you for recommending eCharts for charting and DataWrapper visualization tools, if we are building a webpage, internally or externally.
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Jim Fuhring PMP | CSM | ITIL | RUP | Technology and IT Senior Leader| The Trade Desk Oxnard, Ca, United States
We use Zoom AI Summary to automate the taking of notes and action items for our project meetings. Invaluable.
Tools and resources I find indispensable for enhancing my workload capabilities:

PMI Infinity(automation and operational enhancement)
ChatGPT ( automation and communication)
Asana(automation, workload management, and tracking)
Monday.com(automation and workflow streamlining)
Trello(automates tasks and workflows)
ClickUp(task prioritization and time tracking)
Wrike(resource management)
Smartsheet(predictive analytics and project planning/execution.
Jira(identify bottlenecks and improve productivity)
Notion(collaboration tool)
 
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Anonymous
I have used Chat GPT but will explore others.
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SARAVANAN N R Bangalore, Karnataka, India
chatgpt and bard
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chen fang Lead Electrical Engineer| DCGA Engineers San Marino, Ca, United States
Gen AI is 1/3, a few Used in sizable project.
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chen fang Lead Electrical Engineer| DCGA Engineers San Marino, Ca, United States
it will come.
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chen fang Lead Electrical Engineer| DCGA Engineers San Marino, Ca, United States
good.
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