Entrepreneurship

it is playlist about machine learning and artificial intelligence. I'm putting here all podcast in english in related topic. If you know something that should be here please drop me a message with link and follow me on twitter: @hyzhak_en

artificial intelligence

a16z

Startups

With the rise of mobile phones equipped with GPS, we're meeting many more data scientists at start-ups and large companies who specialize in spatio-temporal pattern recognition. Analyzing “moving dots” requires specialized tools and techniques. A few months ago, I sat down with Rajiv Maheswaran founder and CEO of Second Spectrum, a company that applies analytics to sports tracking data. Maheswaran talks about the tools and techniques required to analyze new kinds of sports data.

For more on our interview, visit O'Reilly Radar: http://oreil.ly/1t7EcOQ

The science of moving dots

In this episode, Ben Lorica chats with Jay Kreps, a highly regarded data engineer and former technical lead for Online Data Infrastructure at LinkedIn, and most recently CEO/co-founder of Confluent, about Apache Kafka, data integration, event data, and the Internet of Things.

Building Apache Kafka From Scratch

O'Reilly Ben Lorica chats with Ion Stoica, UC Berkeley Professor and Databricks CEO, about the rise of Apache Spark and Apache Mesos.

Apache Spark's Journey From Academia To Industry

O’Reilly’s big data guru Ben Lorica sits down with prominent data scientist DJ Patil to talk about his new ebook (written with Hilary Mason) and other topics in data science and big data.

A Brief Look At Data Science's Past And Future

In this episode of the a16z Podcast sharing more founder stories, Ben Horowitz interviews a16z partner Lars Dalgaard about SuccessFactors, one of the earlier software-as-a-service companies. (It was founded on 2001, IPO'd in 2008, and was acquired by SAP in 2012).

SuccessFactors focused on software for "human capital management" in the enterprise. But what are the success factors in talent, scaling companies, and most importantly, scaling culture? Lars and Ben cover everything from what motivates (the best) founders, the difficulties of entrepreneurship, and team building and building culture. Especially if you have values -- not just an HR offsite exercise -- that mean something, like "no assholes!" .... but then how do you balance a value like that with the desire to succeed (for example, if you have a 10Xer who is an asshole)?? All that and more in this episode. 

a16z Podcast: Scaling Companies and Culture

Clearly disruption plays out not just in business but also in politics. Whether it was the Scottish national party, recent election campaigns, or local school boards, people grew and organized communities online all last year through NationBuilder -- which provided a software platform for those otherwise underserved from an established technology perspective (hence the disruption theory reference).

Harnessing the energy of communities goes beyond politics though, to all kinds of movements. But what happens when people remain in filter bubbles on the internet -- the very internet that NationBuilder CEO Jim Gilliam famously called his "religion"? What happens when that religious fervor or energy can be... "rabid"-like? Especially in a context where money, media, and other traditional institutions might not have the same impact or control they once did?

"The internet can reflect back whatever it is that we want it to -- and we need more leaders to step up and say, 'Look, this is the way that I want it to be'," argues Gilliam in this episode of the a16z Podcast in conversation with Ben Horowitz (based on a session recorded at our recent a16z Summit event). Movements, it seems, are really about leadership, and the future is not written yet as people create new models of voice and choice.

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The views expressed here are those of the individual AH Capital Management, L.L.C. (“a16z”) personnel quoted and are not the views of a16z or its affiliates. Certain information contained in here has been obtained from third-party sources, including from portfolio companies of funds managed by a16z. While taken from sources believed to be reliable, a16z has not independently verified such information and makes no representations about the enduring accuracy of the information or its appropriateness for a given situation.
 
This content is provided for informational purposes only, and should not be relied upon as legal, business, investment, or tax advice. You should consult your own advisers as to those matters. References to any securities or digital assets are for illustrative purposes only, and do not constitute an investment recommendation or offer to provide investment advisory services. Furthermore, this content is not directed at nor intended for use by any investors or prospective investors, and may not under any circumstances be relied upon when making a decision to invest in any fund managed by a16z. (An offering to invest in an a16z fund will be made only by the private placement memorandum, subscription agreement, and other relevant documentation of any such fund and should be read in their entirety.) Any investments or portfolio companies mentioned, referred to, or described are not representative of all investments in vehicles managed by a16z, and there can be no assurance that the investments will be profitable or that other investments made in the future will have similar characteristics or results. A list of investments made by funds managed by Andreessen Horowitz (excluding investments and certain publicly traded cryptocurrencies/ digital assets for which the issuer has not provided permission for a16z to disclose publicly) is available at https://a16z.com/investments/.

Charts and graphs provided within are for informational purposes solely and should not be relied upon when making any investment decision. Past performance is not indicative of future results. The content speaks only as of the date indicated. Any projections, estimates, forecasts, targets, prospects, and/or opinions expressed in these materials are subject to change without notice and may differ or be contrary to opinions expressed by others. Please see https://a16z.com/disclosures for additional important information.

a16z Podcast: The Internet Is Your Movement

"Mobile-first" (and now too AI-first) has been a mantra of sorts in design, but what does that mean at a company, product management, and competitive level? Especially when someone in company X will always say "we should do what Y did" -- even if they have no idea let alone data why Y did it.

And while designing for screens is "like growing a carp in a bathtub" (will inevitably grow to the size of the container), what do design constraints mean in an increasingly screen-less world -- one where everything will eventually become an input ... and even an output? What does it mean to design for a mobile world where "an app isn't really an app" -- and the very definition of apps are themselves evolving, including cross-culturally?

From the age-old question of whether there are design universals to the age-old dynamic of bundling/unbundling, the guests on this episode of the a16z Podcast -- Luke Wroblewski and a16z's Connie Chan (in conversation with Sonal Chokshi) riff, hallway style, on all things design in practice. And on why startups may have the ultimate design advantage.

a16z Podcast: Culture and/of Design

"Punch above your weight" -- If there's one thing public relations (PR) should help startups and founders do, it's that. Unfortunately, some companies are actually punching below their weight when there's a strong company, founder, product ... yet nobody knows about let alone talks about you. Or worse, someone else defines you first. Or you just become a hype machine.

So what conversations should you be in? Is it good or bad to do PR before you have a product? And operationally, WHEN is the right time to build a PR function; WHO should you hire (whether a full-time PR person, consultant, or agency); and HOW can you tell the good from the bad? How do you even know "it's working", when time-is-money for both the startup and the PR firm that's billing you hourly or monthly?

There's no easy answer, but it doesn't have to be that hard, either. In this episode of the a16z podcast, partners Margit Wennmachers and Kim Milosevich -- PR veterans who've seen all sides of public relations, from agency to big companies to startups -- share how to strike the just-right balance between doing PR too early or too late, time wasted or time wisely spent, and knowing to say "not now" vs. no... It's all about the art of persuasion.

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The views expressed here are those of the individual AH Capital Management, L.L.C. (“a16z”) personnel quoted and are not the views of a16z or its affiliates. Certain information contained in here has been obtained from third-party sources, including from portfolio companies of funds managed by a16z. While taken from sources believed to be reliable, a16z has not independently verified such information and makes no representations about the enduring accuracy of the information or its appropriateness for a given situation.
 
This content is provided for informational purposes only, and should not be relied upon as legal, business, investment, or tax advice. You should consult your own advisers as to those matters. References to any securities or digital assets are for illustrative purposes only, and do not constitute an investment recommendation or offer to provide investment advisory services. Furthermore, this content is not directed at nor intended for use by any investors or prospective investors, and may not under any circumstances be relied upon when making a decision to invest in any fund managed by a16z. (An offering to invest in an a16z fund will be made only by the private placement memorandum, subscription agreement, and other relevant documentation of any such fund and should be read in their entirety.) Any investments or portfolio companies mentioned, referred to, or described are not representative of all investments in vehicles managed by a16z, and there can be no assurance that the investments will be profitable or that other investments made in the future will have similar characteristics or results. A list of investments made by funds managed by Andreessen Horowitz (excluding investments and certain publicly traded cryptocurrencies/ digital assets for which the issuer has not provided permission for a16z to disclose publicly) is available at https://a16z.com/investments/.

Charts and graphs provided within are for informational purposes solely and should not be relied upon when making any investment decision. Past performance is not indicative of future results. The content speaks only as of the date indicated. Any projections, estimates, forecasts, targets, prospects, and/or opinions expressed in these materials are subject to change without notice and may differ or be contrary to opinions expressed by others. Please see https://a16z.com/disclosures for additional important information.

a16z Podcast: The Why, How, and When of PR

Once upon a time, Robert Stromberg got a phone call from "Jim" Cameron (aka James Francis Cameron of Terminator and Titanic fame) about a little project called Avatar. Before he knew it, he was responsible for designing the organic world of Pandora, from bioluminescent plants to lush mountaintops. That was when Stromberg realized how much more technology could do, when ready, for creating more such virtual worlds. He'd actually been creating such worlds for ages, from drawing monsters in childhood to doing matte art, production design, art direction, and more for films.

In this episode of the a16z Podcast, the two-time Academy Award winner (for production design on Avatar and Alice in Wonderland) and director of Maleficent shares his views on the evolution of filmmaking, narrative, and virtual reality. Stromberg directed the VR gaming experience based on The Martian (which received a Cannes Silver Lion award) and co-founded The Virtual Reality Company, which is re-imagining the film studio for the next generation of tech.

What challenges do we face in an immersive medium, what will narratives look like, and what new (or even retro) techniques will we need? All this and more in this episode -- along with a16z partners Kyle Russell, Hanne Tidnam, and Sonal Chokshi -- continuing our series on new medium storytelling.

image: Wikimedia Commons

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The views expressed here are those of the individual AH Capital Management, L.L.C. (“a16z”) personnel quoted and are not the views of a16z or its affiliates. Certain information contained in here has been obtained from third-party sources, including from portfolio companies of funds managed by a16z. While taken from sources believed to be reliable, a16z has not independently verified such information and makes no representations about the enduring accuracy of the information or its appropriateness for a given situation.
 
This content is provided for informational purposes only, and should not be relied upon as legal, business, investment, or tax advice. You should consult your own advisers as to those matters. References to any securities or digital assets are for illustrative purposes only, and do not constitute an investment recommendation or offer to provide investment advisory services. Furthermore, this content is not directed at nor intended for use by any investors or prospective investors, and may not under any circumstances be relied upon when making a decision to invest in any fund managed by a16z. (An offering to invest in an a16z fund will be made only by the private placement memorandum, subscription agreement, and other relevant documentation of any such fund and should be read in their entirety.) Any investments or portfolio companies mentioned, referred to, or described are not representative of all investments in vehicles managed by a16z, and there can be no assurance that the investments will be profitable or that other investments made in the future will have similar characteristics or results. A list of investments made by funds managed by Andreessen Horowitz (excluding investments and certain publicly traded cryptocurrencies/ digital assets for which the issuer has not provided permission for a16z to disclose publicly) is available at https://a16z.com/investments/.

Charts and graphs provided within are for informational purposes solely and should not be relied upon when making any investment decision. Past performance is not indicative of future results. The content speaks only as of the date indicated. Any projections, estimates, forecasts, targets, prospects, and/or opinions expressed in these materials are subject to change without notice and may differ or be contrary to opinions expressed by others. Please see https://a16z.com/disclosures for additional important information.

a16z Podcast: Building Worlds with VR, Art, and Narrative

In the age of the internet -- where information is freely available online, and connections between sellers and buyers of software products are visible on LinkedIn -- do analysts really matter? Do they play a role in decision-making for purchases from smaller vendors like tech startups, especially given the rise of the developer as a buyer?

Or what if you're trying to create a new category ... do you need to be on a Gartner Magic Quadrant or Forrester Wave or similar? We answer these questions and more in this episode of the a16z Podcast, featuring former analysts, client managers, and/or product marketing veterans Stacy D'Amico (who joined a16z after a decade at Gartner), Michael King (director of enterprise product marketing at GitHub), and Aneel Lakhani, in conversation with Sharon Chang of the a16z market development team.

The conversation covers everything startups should know about analyst relations, from why and how and when to engage with analysts to whether to consider pay-for-play (no!) or more boutique/niche analyst firms. Most importantly: given their limited resources but big market visions, how can startups get the most out of analyst relations?

a16z Podcast: What Startups Should Know about Analyst Relations

Thanks to freeways, cities became something to get through instead of something to get to. Now, as the next transportation revolution -- from rivers to trains to cars to autonomous cars -- promises to change the face of our cities, what happens to car culture, infrastructure, and more?

Who owns what, who pays? And what about the design -- and product management -- challenges, whether it's designing for user trust, city adoption, or an ever-moving target thanks to constantly evolving tech?

This episode of the podcast (in conversation with Sonal) covers all this and more, featuring: a16z's Frank Chen, who recently shared 16 questions about autonomous cars; Taggart Matthiesen, director of product at Lyft who covers the core platform as well as development/strategy for autonomous vehicles; and Carl Pope, former executive director and chairman of the Sierra Club -- and author (with former NYC mayor Mike Bloomberg) of the upcoming book Climate of Hope: How Cities Businesses and Citizens Can Save the Planet. Will curb space be the new shelf space? When we value the "iPhone-ness" over the "carness" of cars, what changes? And... will we all drive less, walk more?

a16z Podcast: Cars and Cities, the Autonomy Edition

For this episode of Secrets for Scaling, we chatted with Perry Oostdam, Co-Founder and CEO of Recruitee - a SaaS product making it easier to hire a team and grow your business. Founded in August 2015, Recruitee now has over 2,000 SME customers using the software with a team of 15 and growing. 

Perry met his co-founder Paul on a site specifically for finding co-founders. They started out with a gaming company called GeoRun but they found themselves more interested in their side project, which was a better fit for their team’s passions and skills. Hear their full story!

Recruitee's CEO on how a pivot can lead to scaling

A lot of machine learning startups initially feel a bit of “impostor syndrome” around competing with big companies, because (the argument goes), those companies have all the data; surely we can’t beat that! Yet there are many ways startups can, and do, successfully compete with big companies. You can actually achieve great results in a lot of areas even with a relatively small data set, argue the guests on this podcast, if you build the right product on top of it.

So how do you go about building the right product (beyond machine-learning algorithms in academic papers)? It’s about the whole system, the user experience, transparency, domain expertise, choosing the right tools. But what do you build, what do you buy, and do you bother to customize? Jensen Harris, CTO and co-founder of Textio, and AJ Shankar, CEO and co-founder of Everlaw, share their lessons learned here in this episode of the a16z Podcast — including what they wish they’d known early on.

Because, observes moderator (and a16z board partner) Steven Sinofsky, “To achieve product market fit, there’s a whole bunch of stuff beyond a giant corpus of data, and the latest deep learning algorithm.” Machine learning is an ingredient, part of a modern software-as-a-service company; going beyond the hype, it’s really about figuring out the problem you’re trying to solve… and then figuring out where machine learning fits in (as opposed to the other way around). Customers are paying you to help solve a problem for them, after all.

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The views expressed here are those of the individual AH Capital Management, L.L.C. (“a16z”) personnel quoted and are not the views of a16z or its affiliates. Certain information contained in here has been obtained from third-party sources, including from portfolio companies of funds managed by a16z. While taken from sources believed to be reliable, a16z has not independently verified such information and makes no representations about the enduring accuracy of the information or its appropriateness for a given situation.
 
This content is provided for informational purposes only, and should not be relied upon as legal, business, investment, or tax advice. You should consult your own advisers as to those matters. References to any securities or digital assets are for illustrative purposes only, and do not constitute an investment recommendation or offer to provide investment advisory services. Furthermore, this content is not directed at nor intended for use by any investors or prospective investors, and may not under any circumstances be relied upon when making a decision to invest in any fund managed by a16z. (An offering to invest in an a16z fund will be made only by the private placement memorandum, subscription agreement, and other relevant documentation of any such fund and should be read in their entirety.) Any investments or portfolio companies mentioned, referred to, or described are not representative of all investments in vehicles managed by a16z, and there can be no assurance that the investments will be profitable or that other investments made in the future will have similar characteristics or results. A list of investments made by funds managed by Andreessen Horowitz (excluding investments and certain publicly traded cryptocurrencies/ digital assets for which the issuer has not provided permission for a16z to disclose publicly) is available at https://a16z.com/investments/.

Charts and graphs provided within are for informational purposes solely and should not be relied upon when making any investment decision. Past performance is not indicative of future results. The content speaks only as of the date indicated. Any projections, estimates, forecasts, targets, prospects, and/or opinions expressed in these materials are subject to change without notice and may differ or be contrary to opinions expressed by others. Please see https://a16z.com/disclosures for additional important information.

a16z Podcast: The Product Edge in Machine Learning Startups

The a16z Podcast discusses tech and culture trends, news, and the future -- especially as ‘software eats the world’. It features industry experts, business leaders, and other interesting thinkers and voices from around the world. This podcast is produced by Andreessen Horowitz (aka “a16z”), a Silicon Valley-based venture capital firm. Multiple episodes are released every week; visit a16z.com for more details and to sign up for our newsletters and other content as well!