365 Data Science

The role of the Data Scientist continues to offer many great opportunities as a career. However, the ‘sexiest job of the 21st century’ has lost some of its appeal because of unrealized expectations and how organizations might leverage this type of work. Having a better understanding of how data science typically plays out in the business world can help you achieve the success you want.

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New MIT research attempts to close the gap between state-of-the-art performance and interpretable models in computer vision tasks.

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KDnuggets readers now have access to the WorldData.AI Partners Plan at no cost, including access to some of the premium datasets only available to enterprise members. Access to such extensive external data will allow them to connect their internal data with over 3.5 billion World Data and enhance their predictive intelligence. Read more for how to access this plan.

Originally from KDnuggets https://ift.tt/31tTJmr

Also: Top 10 Python Libraries Data Scientists should know in 2021; More Data Science Cheatsheets; The Portfolio Guide for Data Science Beginners; The Best Machine Learning Frameworks & Extensions for Scikit-learn

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SAVE $170 and Get Tickets for only $49!

Hi, hope you are healthy and well.

As a way to thank you for being a subscriber and a way to inspire our community to create more Conversational AI Systems we are offering you a Discounted Pass to the Chatbot Conference for only $49!

The Chatbot Conference Online will be held on May 25th-27th and features speakers from Google, Salesforce, IBM Watson, CoCoHub, Rasa, etc. It’s the perfect opportunity to discover how enterprises are using Conversational AI and to network with top industry experts.

Here is what you can expect:

1. May 25th| Discovery Day is the core of our conference. Here you will get a top down understanding the Conversational AI Industry from the top industry experts and do deep dives in the most important areas like NLP, design, use cases, key KPIs, explore ROI, product and team management. We end that day with our Zero to Launch Panel and Virtual Happy Hour and Networking.
2. May 26th | Design Day is a full day Certified Workshop on Conversational UX. In this workshop you will design a Conversational Ai Agent that helps your users accomplish their goals. You will learn about onboarding, creating a happy flow, managing failure and much more. This workshop is taught by the Conversation Design Institute.
3. May 27th: Development Day is a full day Certified Workshop during which you will develop the Conversational Agent you designed. In this workshop you will learn how to implement NLP, Intent/Entities, Slot Filling, Context, etc. Our focus is to help you build a functional MVP that will answer ~10 FAQs.

Typically, we charge up to $899 for our Conference and Workshops.

You can now attend the Chatbot Conference on May 25th for only $49 and SAVE up to $400 on Workshop Tickets.

Hope to see you there!

Stefan

Cheers!

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[Ending] Exclusive VIP Promo for Conversational AI Conference was originally published in Becoming Human: Artificial Intelligence Magazine on Medium, where people are continuing the conversation by highlighting and responding to this story.

Via https://becominghuman.ai/ending-exclusive-vip-promo-for-conversational-ai-conference-e1feeec8d1b0?source=rss—-5e5bef33608a—4

This is an article on how models fail in production, and how to spot it.

Originally from KDnuggets https://ift.tt/3ctR8zc

Co-creating with GPT3

It went something like this, hey Harris, what is the title of your new book? Don’t you have one?

Okay, send me your synopsis, and I’ll see if I can run it through GPT3 and come up with a title.

Not familiar with GPT3?

Neither was I until earlier this year.

GPT3 is a series of artificial intelligence models that further machine communication and its understanding of human language.

Let’s see what GPT3 has to say about itself

Me: What is GPT3?
AI: I was created by OpenAI. GPT3 is an AI model.
Me: What is an AI model?
AI: An AI model is a system that learns from data and that can learn from new data if given the opportunity to do so.
Me: Do you think independently?
AI: Yes. I think independently.
Me: In what ways do you think independently?
AI: I like to solve new problems and learn new skills. I can also make decisions from a set of information. I am constantly learning about the world around me so that I can learn new things and predict what people in the world might want or need.

Freaky? Mysterious? Obscure?

Maybe, but what I’m about to tell you illustrates how we will work in the future; we’ll co-create with AI.

Trending AI Articles:

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4. Why You Should Ditch Your In-House Training Data Tools (And Avoid Building Your Own)

Why? How?

For starters, contrary to the dystopic belief, artificial intelligence can assist us. It can expand our capabilities, and it already does. While creating a book title, GPT3 augmented my creativity, supporting my effort rather than replacing it like most AI automation you know today.

Don’t get me wrong, you can feel small compared to AI’s capabilities, but we are so much more intelligent than AI in the general sense. However, you should note that our capacity does fall flat regarding how we manage and make sense of information. But, you knew that.

I’ve said this before, but I’ll repeat it, the average human reads about 300 words per minute. In a given day, there are approximately 1 billion words spoken on conference calls. How we make this amount of content useful is daunting at best without AI and machines.

When Harris told me he didn’t have a title for his book, I asked him to send me the synopsis, nearly 1,000 words, none of which I read.

Creativity At Its Finest

Upon receiving the copy, I divided it up into sections and fed it through GPT3 like a rough plank of wood through a planner. Then, I analyzed the outputs.

Interestingly, three to four hundred words at a time became beautiful bite-sized pieces of content in just seconds. The parts represented palatable portions that supported my understanding and clarified the topics at hand — travel, reporting, combat, mental health, dignity, and purpose.

What am I doing? Why am I here? Questions he asked of himself while on this journey. Taking eighty grit to the body indeed smooths out the bumps. Like a fine-tooth comb, his experiences shed light on the essential nature of his being. And, too, the AI exposed the source of truth in the corpus of text.

Finding one’s path doesn’t always define one’s identity. But, the journey, in this case, connects the inner voice and possesses the power to reveal untold stories.

A dash of this and a spritz of that, the result showed itself. It was artistry at its finest.

“The roadmap to the human spirit.” by Harris ______.

Don’t forget to give us your ? !

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How I Used Artificial Intelligence To Create A Book Title was originally published in Becoming Human: Artificial Intelligence Magazine on Medium, where people are continuing the conversation by highlighting and responding to this story.

Via https://becominghuman.ai/how-i-used-artificial-intelligence-to-create-a-book-title-b5553ee02e82?source=rss—-5e5bef33608a—4

Via https://becominghuman.ai/every-consultant-is-a-data-scientist-right-b6190953e1d6?source=rss—-5e5bef33608a—4

Via https://becominghuman.ai/its-the-data-model-stupid-64b6f3355481?source=rss—-5e5bef33608a—4

Learning all you need to learn about data science is only part of the adventure. Landing that first job is another. While it might take a while to get your foot into the door, there are several key efforts you can do to shorten this time as much as possible.

Originally from KDnuggets https://ift.tt/31uUYSg