andrew ng
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Finding the right learning platform can be difficult, especially as companies look to upskill and reskill their talent to meet demand for certain technological capabilities, like data science, machine learning and artificial intelligence roles.
Workera.ai’s approach is to personalize learning plans with targeted resources — both technical and nontechnical roles — based on the current level of a person’s proficiency, thereby closing the skills gap.
The Palo Alto-based company secured $16 million in Series A funding, led by New Enterprise Associates, and including existing investors Owl Ventures and AI Fund, as well as individual investors in the AI field like Richard Socher, Pieter Abbeel, Lake Dai and Mehran Sahami.
Kian Katanforoosh, Workera’s co-founder and CEO, says not every team is structured or feels supported in their learning journey, so the company comes at the solution from several angles with an assessment on technical skills, where the employee wants to go in their career and what skills they need for that, and then Workera will connect those dots from where the employee is in their skillset to where they want to go. Its library has more than 3,000 micro-skills and personalized learning plans.
“It is what we call precision upskilling,” he told TechCrunch. “The skills data then can go to the organization to determine who are the people that can work together best and have a complementary skill set.”
Workera was founded in 2020 by Katanforoosh and James Lee, COO, after working with Andrew Ng, Coursera co-founder and Workera’s chairman. When Lee first connected with Katanforoosh, he knew the company would be able to solve the problem around content and basic fundamentals of upskilling.
It raised a $5 million seed round last October to give the company a total of $21 million raised to date. This latest round was driven by the company’s go-to-market strategy and customer traction after having acquired over 30 customers in 12 countries.
Over the past few quarters, the company began working with Fortune 500 companies, including Siemens Energy, across industries like professional services, medical devices and energy, Lee said. As spending on AI skills is expected to exceed $79 billion by 2022, he says Workera will assist in closing the gap.
“We are seeing a need to measure skills,” he added. “The size of the engagements are a sign as is the interest for tech and non-tech teams to develop AI literacy, which is a more pressing need.”
As a result, it was time to increase the engineering and science teams, Katanforoosh said. He plans to use the new funding to invest in more talent in those areas and to build out new products. In addition, there are a lot of natural language processes going on behind the scenes, and he wants the company to better understand it at a granular level so that the company can assess people more precisely.
Carmen Chang, general partner and head of Asia at NEA, said she is a limited partner in Ng’s AI fund and in Coursera, and has looked at a lot of his companies.
She said she is “very excited” to lead the round and about Workera’s concept. The company has a good understanding of the employee skill set, and with the tailored learning program, will be able to grow with company needs, Chang added.
“You can go out and hire anyone, but investing in the people that you have, educating and training them, will give you a look at the totality of your employees,” Chang said. “Workera is able to go in and test with AI and machine learning and map out the skill sets within a company so they will be able to know what they have, and that is valuable, especially in this environment.”
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After his tenure as chief scientist at Baidu, Andrew Ng, the founder of the Google Brain project and former CEO of Coursera, set up a number of different projects that all focus on making AI more approachable. These include the education startup Deeplearning.ai, the AI Fund startup studio for building AI companies and Landing.ai, which helps enterprises (and especially manufacturing companies) use AI. Today, Ng announced he has opened a second office for these projects in Medellin, Colombia.
At first, Medellin may seem like an odd choice. But today’s Medellin is very different from the one you may have seen on Narcos (and a lot safer). It’s home to a number of universities and, over the course of the last few years, it’s a hub for Colombia’s startup scene thanks to incubators like Ruta N and others.
Ng told me that he chose Medellin after looking at a wide range of cities in Europe, Asia and Latin America. Medellin, he believes, offers a strong talent pool, educational system and business ecosystem. It also helps that the Colombia government has made tech a focus in recent years.
“I see early signs of momentum for Colombia being a talent magnet both regionally and globally,” he told me. Indeed, the company was able to hire team members from Poland, Bangladesh, Egypt and Chile for its offices in Medellin, which now has just under 50 people. Over the course of the next two years, Ng plans to expand this team to between 150 and 200 employees.
It’s important, Ng argues, that we set up AI hubs outside of Silicon Valley and China, in part, because they’ll provide a different perspective. “We are able to share our AI ecosystem and Silicon Valley know-how with Medellín,” he writes in today’s announcement. “We’re equally thrilled for our Silicon Valley team to be learning from the Medellín community. Local knowledge and innovation shared with a global community is what will catapult the technology forward.”
The teams in Medellin will work on all of Ng’s projects, including four unannounced stealth portfolio companies that are looking into using AI in sectors like healthcare, education and customer support. In total, the teams in Medellin are working on about a dozen projects right now. And that’s very much Ng’s approach to AI — and for Landing.ai in particular: build lots of specialized components for various verticals that can then be generalized. “AI isn’t some piece of SaaS software that everybody can just swipe their credit card and use,” he said.
Andrew Ng will also join us for our first TechCrunch Sessions: Enterprise event in San Francisco on September 5 to talk about Landing.ai and the future of AI in general. You can find more information about the event (and buy tickets) here.
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As companies collect increasingly large amounts of data about customers, the end game is about improving the customer experience. It’s a term we’re hearing a lot of these days, and we are going to be discussing that very topic with Amit Ahuja, Adobe’s vice president of ecosystem development, next month at TechCrunch Sessions: Enterprise in San Francisco. Grab your early-bird tickets right now — $100 savings ends today!
Customer experience covers a broad array of enterprise software and includes data collection, analytics and software. Adobe deals with all of this, including the Adobe Experience Platform for data collection, Adobe Analytics for visualization and understanding and Adobe Experience Cloud for building applications.
The idea is to begin to build an understanding of your customers through the various interactions you have with them, and then build applications to give them a positive experience. There is a lot of talk about “delighting” customers, but it’s really about using the digital realm to help them achieve what they want as efficiently as possible, whatever that means to your business.
Ahuja will be joining TechCrunch’s editors, along with Qualtrics chief experience officer Julie Larson-Green and Segment CEO Peter Reinhardt to discuss the finer points of what it means to build a customer experience, and how software can help drive that.
Ahuja has been with Adobe since 2005 when he joined as part of the $3.4 billion Macromedia acquisition. His primary role today involves building and managing strategic partnerships and initiatives. Prior to this, he was the head of Emerging Businesses and the GM of Adobe’s Data Management Platform business, which focuses on advertisers. He also spent seven years in Adobe’s Corporate Development Group, where he helped complete the acquisitions of Omniture, Scene7, Efficient Frontier, Demdex and Auditude.
Amit will be joining us on September 5 in San Francisco, along with some of the biggest influencers in enterprise, including Bill McDermott from SAP, Scott Farquhar from Atlassian, Aparna Sinha from Google, Wendy Nather from Duo Security, Aaron Levie from Box and Andrew Ng from Landing AI.
Early-bird savings end today, August 9. Book your tickets today and you’ll save $100 before prices go up.
Bringing a group? Book our 4+ group tickets and you’ll save 20% on the early-bird rate. Bring the whole squad here.
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Get ready to experience world-class networking TechCrunch-style at TC Sessions: Enterprise 2019. On September 5, more than 1,000 of the top enterprise software minds and makers, movers and shakers will descend on San Francisco’s Yerba Buena Center for the Arts. It’s a day-long conference featuring distinguished speakers, panel discussions, demos and workshops.
It’s also a prime opportunity to connect and build relationships with enterprise software founders, technologists and investors. Make the most of that opportunity by using CrunchMatch, our free business match-making service.
The automated platform lets you find people based on specific mutual business criteria, goals and interests. It helps you sift through the noise and make the most of your valuable time. After all, connecting with the right people produces better results.
Here’s how CrunchMatch (powered by Brella) works. When CrunchMatch goes live — several weeks before the main event — we’ll email a sign-up link to all ticket holders. You’ll be able to access the platform and create a profile with your specific details — your role (technologist, founder, investor, etc.) and a description of the types of people you want to connect with at the event.
CrunchMatch works its algorithmic magic and suggests meetings, which you can then vet, approve and schedule or decline. It’s an efficient and productive way to network. Take a look at how CrunchMatch helped Yoolox increase distribution.
All that time-saving efficiency will free you up to enjoy more of the presentations and hear from speakers like the renowned founder, investor, AI expert and Stanford professor, Andrew Ng. You won’t want to miss his take on how AI will transform the enterprise world — like nothing else since the cloud and SaaS. And that’s just a taste of what you can expect.
If you haven’t already done so, buy your tickets now and save $100 before the prices go up on August 9. Early-bird tickets cost $249 and student tickets sell for $75. Buy 4+ tickets to get the group rate and save another 20%.
ROI tip: For every ticket you buy to TC Sessions: Enterprise, we’ll register you for a free Expo-only pass to TechCrunch Disrupt SF 2019.
We can’t wait to see you at TC Sessions: Enterprise 2019 in San Francisco on September 5. Join your community, explore the top enterprise trends and companies and make productive connections with the influential people who can help you reach your goals. Buy your ticket today.
Interested in sponsoring TC Sessions: Enterprise? Fill out this form and a member of our sales team will contact you.
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TechCrunch Sessions is back! On September 5, we’re taking on the ferociously competitive field of enterprise software, and thrilled to announce our packed agenda, overflowing with some of the biggest names and most exciting startups in the enterprise industry. And you’re in luck, because $249 early-bird tickets are still on sale — make sure you book yours so you can enjoy all the agenda has to offer.
Throughout the day, you can expect to hear from industry experts and partake in discussions about the potential of new technologies like quantum computing and AI, how to deal with the onslaught of security threats, investing in early-stage startups and plenty more.
We’ll be joined by some of the biggest names and the smartest and most prescient people in the industry, including Bill McDermott at SAP, Scott Farquhar at Atlassian, Julie Larson-Green at Qualtrics, Wendy Nather at Duo Security, Aaron Levie at Box and Andrew Ng at Landing AI.
Our agenda showcases some of the powerhouses in the space, but also plenty of smaller teams that are building and debunking fundamental technologies in the industry. We still have a few tricks up our sleeves and will be adding some new names to the agenda over the next month, so keep your eyes open. In the meantime, check out these agenda highlights:
Investing with an Eye to the Future
Jason Green (Emergence Capital), Maha Ibrahim (Canaan Partners) and Rebecca Lynn (Canvas Ventures)
9:35 AM – 10:00 AM
In an ever-changing technological landscape, it’s not easy for VCs to know what’s coming next and how to place their bets. Yet, it’s the job of investors to peer around the corner and find the next big thing, whether that’s in AI, serverless, blockchain, edge computing or other emerging technologies. Our panel will look at the challenges of enterprise investing, what they look for in enterprise startups and how they decide where to put their money.
Talking Shop
Scott Farquhar (Atlassian)
10:00 AM – 10:20 AM
With tools like Jira, Bitbucket and Confluence, few companies influence how developers work as much as Atlassian. The company’s co-founder and co-CEO Scott Farquhar will join us to talk about growing his company, how it is bringing its tools to enterprises and what the future of software development in and for the enterprise will look like.
Q&A with Investors
10:20 AM – 10:50 AM
Your chance to ask questions of some of the greatest investors in enterprise.
Innovation Break: Deliver Innovation to the Enterprise
DJ Paoni (SAP), Sanjay Poonen (VMware) and Shruti Tournatory (Sapphire Ventures)
10:20 AM – 10:40 AM
For startups, the appeal of enterprise clients is not surprising — signing even one or two customers can make an entire business, and it can take just a few hundred to build a $1 billion unicorn company. But while corporate counterparts increasingly look to the startup community for partnership opportunities, making the jump to enterprise sales is far more complicated than scaling up the strategy startups already use to sell to SMBs or consumers. Hear from leaders who have experienced successes and pitfalls through the process as they address how startups can adapt their strategy with the needs of the enterprise in mind. Sponsored by SAP.
Coming Soon!
10:40 AM – 11:00 AM
Box’s Enterprise Journey
Aaron Levie (Box)
11:15 AM – 11:35 AM
Box started life as a consumer file-storage company and transformed early on into a successful enterprise SaaS company, focused on content management in the cloud. Levie will talk about what it’s like to travel the entire startup journey — and what the future holds for data platforms.
Bringing the Cloud to the Enterprise
George Brady (Capital One), Byron Deeter (Bessemer Venture Partners) and a speaker to be announced
11:35 AM – 12:00 PM
Cloud computing may now seem like the default, but that’s far from true for most enterprises, which often still have tons of legacy software that runs in their own data centers. What does it mean to be all-in on the cloud, which is what Capital One recently accomplished. We’ll talk about how companies can make the move to the cloud easier, what not to do and how to develop a cloud strategy with an eye to the future.
Keeping the Enterprise Secure
Martin Casado (Andreessen Horowitz), Wendy Nather (Duo Security) and a speaker to be announced
1:00 PM – 1:25 PM
Enterprises face a litany of threats from both inside and outside the firewall. Now more than ever, companies — especially startups — have to put security first. From preventing data from leaking to keeping bad actors out of your network, enterprises have it tough. How can you secure the enterprise without slowing growth? We’ll discuss the role of a modern CSO and how to move fast… without breaking things.
Keeping an Enterprise Behemoth on Course
Bill McDermott (SAP)
1:25 PM – 1:45 PM
With over $166 billion is market cap, Germany-based SAP is one of the most valuable tech companies in the world today. Bill McDermott took the leadership in 2014, becoming the first American to hold this position. Since then, he has quickly grown the company, in part thanks to a number of $1 billion-plus acquisitions. We’ll talk to him about his approach to these acquisitions, his strategy for growing the company in a quickly changing market and the state of enterprise software in general.
How Kubernetes Changed Everything
Brendan Burns (Microsoft), Tim Hockin (Google Cloud), Craig McLuckie (VMware) and Aparna Sinha (Google)
1:45 PM – 2:15 PM
You can’t go to an enterprise conference and not talk about Kubernetes, the incredibly popular open-source container orchestration project that was incubated at Google. For this panel, we brought together three of the founding members of the Kubernetes team and the current director of product management for the project at Google to talk about the past, present and future of the project and how it has changed how enterprises think about moving to the cloud and developing software.
Innovation Break: Data: Who Owns It
(SAP)
2:15 PM – 2:35 PM
Enterprises have historically competed by being closed entities, keeping a closed architecture and innovating internally. When applying this closed approach to the hottest new commodity, data, it simply does not work anymore. But as enterprises, startups and public institutions open themselves up, how open is too open? Hear from leaders who explore data ownership and the questions that need to be answered before the data floodgates are opened. Sponsored by SAP.
AI Stakes its Place in the Enterprise
Bindu Reddy (Reality Engines), Jocelyn Goldfein (Zetta Venture Partners) and a speaker to be announced
2:35 PM – 3:00 PM
AI is becoming table stakes for enterprise software as companies increasingly build AI into their tools to help process data faster or make more efficient use of resources. Our panel will talk about the growing role of AI in enterprise for companies big and small.
Q&A with Founders
3:00 PM – 3:30 PM
Your chance to ask questions of some of the greatest startup minds in enterprise technology.
The Trials and Tribulations of Experience Management
Julie Larson-Green (Qualtrics), Peter Reinhardt (Segment) and a speaker to be announced
3:15 PM – 3:40 PM
As companies gather more data about their customers, it should theoretically improve the customer experience, buy myriad challenges face companies as they try to pull together information from a variety of vendors across disparate systems, both in the cloud and on prem. How do you pull together a coherent picture of your customers, while respecting their privacy and overcoming the technical challenges? We’ll ask a team of experts to find out.
Innovation Break: Identifying Overhyped Technology Trends
James Allworth (Cloudflare), George Mathew (Kespry) and Max Wessel (SAP)
3:40 PM – 4:00 PM
For innovation-focused businesses, deciding which technology trends are worth immediate investment, which trends are worth keeping on the radar and which are simply buzzworthy can be a challenging gray area to navigate and may ultimately make or break the future of a business. Hear from these innovation juggernauts as they provide their divergent perspectives on today’s hottest trends, including Blockchain, 5G, AI, VR and more. Sponsored by SAP.
Fireside Chat
Andrew Ng (Landing AI)
4:00 PM – 4:20 PM
Few technologists have been more central to the development of AI in the enterprise than Andrew Ng . With Landing AI and the backing of many top venture firms, Ng has the foundation to develop and launch the AI companies he thinks will be winners. We will talk about where Ng expects to see AI’s biggest impacts across the enterprise.
The Quantum Enterprise
Jim Clarke (Intel), Jay Gambetta (IBM) and Krysta Svore (Microsoft)
4:20 PM – 4:45 PM
While we’re still a few years away from having quantum computers that will fulfill the full promise of this technology, many companies are already starting to experiment with what’s available today. We’ll talk about what startups and enterprises should know about quantum computing today to prepare for tomorrow.
Overcoming the Data Glut
Benoit Dageville (Snowflake), Ali Ghodsi (Databricks) and a speaker to be announced
4:45 PM – 5:10 PM
There is certainly no shortage of data in the enterprise these days. The question is how do you process it and put it in shape to understand it and make better decisions? Our panel will discuss the challenges of data management and visualization in a shifting technological landscape where the term “big data” doesn’t begin to do the growing volume justice.
Early-bird tickets are on sale now for just $249. That’s a $100 savings before prices go up — book yours today.
Students, save big with our super discounted $75 ticket when you book here.
Are you a startup? Book a demo table package for just $2,000 (includes 4 tickets) — book here.
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When it comes to applying AI to the world around us, Andrew Ng has few if any peers. We are delighted to announce that the renowned founder, investor, AI expert and Stanford professor will join us onstage at the TechCrunch Sessions: Enterprise show on September 5 at the Yerba Buena Center in San Francisco.
AI promises to transform the $500 billion enterprise world like nothing since the cloud and SaaS. Hundreds of startups are already seizing the AI moment in areas like recruiting, marketing and communications and customer experience. The oceans of data required to power AI are becoming dramatically more valuable, which in turn is fueling the rise of new data platforms, another big topic of the show.
Last year, Ng launched the $175 million AI Fund, backed by big names like Sequoia, NEA, Greylock and SoftBank. The fund’s goal is to develop new AI businesses in a studio model and spin them out when they are ready for prime time. The first of that fund’s cohort is Landing AI, which also launched last year and aims to “empower companies to jumpstart AI and realize practical value.” It’s a wave businesses will want to catch if Ng is anywhere near right in his conviction that AI will generate $13 trillion in GDP growth globally in the next 20 years. You heard that right.
At TC Sessions: Enterprise, TechCrunch’s editors will ask Ng to detail how he believes AI will unfold in the enterprise world and bring big productivity gains to business.
As the former chief scientist at Baidu and the founding lead of Google Brain, Ng led the AI transformation of two of the world’s leading technology companies. Dr. Ng is the co-founder of Coursera, an online learning platform, and founder of deeplearning.ai, an AI education platform. Dr. Ng is also an adjunct professor at Stanford University’s Computer Science Department and holds degrees from Carnegie Mellon University, MIT and the University of California, Berkeley.
Early Bird tickets to see Andrew at TC Sessions: Enterprise are on sale for just $249 when you book here; but hurry, prices go up by $100 soon! Students, grab your discounted tickets for just $75 here.
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AI pioneer Andrew Ng is probably best known for his work on the Google Brain project and for leading Baidu’s AI group. After leaving Baidu earlier this year, it wasn’t quite clear what exactly Ng was up to, but today he announced the launch of Landing.ai, a new startup that focuses on bringing artificial intelligence to the manufacturing industry. Read More
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Baidu is acquiring xPerception, a US startup specialized in computer vision, according to Reuters. Details are sparse, but we know the startup has its own module for object recognition and depth perception that can be deployed on robots and drones. The Chinese tech giant has been active in machine intelligence M&A this year. Back in February it acquired Raven Tech, a Chinese startup… Read More
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