Shubham Khandelwal

Love Tech

[Jyotika Singh @JyotikaSingh_]

Sums up my experience going to education to the industry.
#DataScience #DataScientist #ML #DataAnalyst

[Jyotika Singh @JyotikaSingh_]

Working as a Data Scientist — Expectation versus Reality! https://t.co/viX148qmgC
#DataScience #dataScientist #MachineLearning #ML #Data #DataScienceCareer #Career #Industry #Academia

[Jyotika Singh @JyotikaSingh_]

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#NLP #NLU #ML #AI #DataScience #chaGPT #Transformers    #NaturalLanguageProcessing #PromptEngineering

[Jyotika Singh @JyotikaSingh_]

Notice how you get better responses from #ChatGPT when you describe your question in a certain way or using certain keywords?

Let's learn more and look at some examples.
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#NLP #NLU #ML #AI #DataScience #GPT #Transformers #NaturalLanguageProcessing #PromptEngineering

[Jyotika Singh @JyotikaSingh_]

#ChatGPT & #Mathematics

ChatGPT does more behind the scenes in consecutive responses if you present a lack of confidence in the first answer.
#NLP #NaturalLanguageProcessing
#NaturalLanguageUnderstanding #NLU #DataScience #MachineLearning #ML #AI #ArtificialIntelligence #GPT3

[Jyotika Singh @JyotikaSingh_]

Working or want to work in #MachineLearning in the #enterprise / #industry ?
Here are 10 things to keep in mind for building #ML solutions in the enterprise.

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[Jyotika Singh @JyotikaSingh_]

Want to build #NaturalLanguageProcessing #NLP solutions using #Python?
Here are the Top 5 Python libraries to leverage. #PythonThread #NLPThread #DataScience #MachineLearning #ArtificialIntelligence
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🐍🧵👇

[Jyotika Singh @JyotikaSingh_]

A very engaging poster session at #SciPy2022 yesterday. Had a great time talking to everyone. Thanks for dropping by!
Onto day-2 of the main conference @SciPyConf !

[Jyotika Singh @JyotikaSingh_]

A #DataScience role may involve conversing with non-technical and non-statistical business #stakeholders to explain your model's output, why and what it is doing, and why it is a good solution for the business.

[Jyotika Singh @JyotikaSingh_]

In industrial applications of #DataScience, #ModelComplexity, #ModelExplainability, efficiency, and ease of deployment play a large role, even if that means you're settling for a slightly less accurate model. This is even more common for first-time baseline models.

[Jyotika Singh @JyotikaSingh_]

A popular focus of the majority of #DataScience courses, degrees, and online competitions is on creating a model that has the highest accuracy / best fit. On the contrary, model accuracy may not be the most or only important factor in the industry.

[Jyotika Singh @JyotikaSingh_]

Expectation versus Reality 🧵

Working in #DataScience can be a lot different from the expectation of it. Here are a few key differences.
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[Jyotika Singh @JyotikaSingh_]

Curious about applications of #NLP #NaturalLanguageProcessing across different industries? I'll be talking at @pythonwebconf on 21st March at 8am Pacific Time / 11am Eastern Time. Tune in if you want to learn about implementing popular applications with #Python & #OpenSource.

[Jyotika Singh @JyotikaSingh_]

Great day at @pythonwebconf!
Thank you to all the attendees of my talk on Demystifying #NLP applications across industries. Slides https://t.co/EhGtEGo1h1
#NaturalLanguageProcessing #Python #DataScience #Chatbots #BERT #MachineLearning #ML #TextSimilarity #RecommendationSystems

[Mike Driscoll @driscollis]

The PyDev of the Week is Jyotika Singh! Jyotika is the maintainer of pyAudioProcessing and a speaker at multiple conferences.

Check out the full interview over @mousevspython to see what else Jyotika has been up to!

https://t.co/ROT2uG5VIu @JyotikaSingh_ #Python

[Jyotika Singh @JyotikaSingh_]

Had a wonderful time delivering an educational session for @dsn_ai_network last weekend. As promised, sharing the slides. https://t.co/7gezrlGwxB

#DataScientist #datascience #NaturalLanguageProcessing #MachineLearning #Transformers #BigData #TextData #DataScienceNigeria

[Jyotika Singh @JyotikaSingh_]

If you are new to #MachineLearning seeking opportunities in the field but don't have work experience, working on #ML projects will be helpful. It will help enhance your understanding and give you something you can put on your resume & talk about in interviews.
#HappyLearning

[Jyotika Singh @JyotikaSingh_]

Speaking at a new time now on 10th June at 12.10pm PDT (3.10pm EDT). https://t.co/QeQQoCU09H

Giveaway: I've got two tickets to the Women Tech Global Conference 2022!

Interested individuals- please reach out. First come first serve.
#ArtificialIntelligence #DataScience #WTGC2022

[Jyotika Singh @JyotikaSingh_]

Lots of datasets available at https://t.co/ObKExLm1Om
#Python libraries to help you get started:
@scikit_learn for #ML models (check out their examples to understand usage) https://t.co/aOCQIXK1V4, and numpy @numpy_team and pandas for data manipulation.

[Womxn in Data Science @WomxnDSTO]

Our 4th winner is @JyotikaSingh_ who has been awarded the Leadership Award!
Congrats Jyotika!!
Special thanks to Mejuri for sponsoring the prizes for our award winners!

#datascience #awards #womenindata #AI #leaders