Neil Patel

DECEMBER 9, 2020

Machine learning is on the verge of transforming the marketing sector. According to Gartner , 30% of companies will use machine learning in one part of their sales process by 2020. In other words, machine learning isn’t just for computer scientists. What Is Machine Learning?

Artificial Intelligence 144

Artificial Intelligence Machine Learning AI Search Marketing 144

TurnKey Labs

JULY 30, 2023

Deep Learning and Machine Learning may seem like interchangeable buzzwords floating around in the vast cosmos of Artificial Intelligence. However, that’s far from reality. If you’re on a quest to understand or recruit in the AI field, it’s crucial to grasp these terms and their distinctive roles.

Artificial Intelligence 52

Artificial Intelligence Machine Learning AI Software Engineering 52

Tom Tunguz

MARCH 17, 2024

Today, most vectors are very simple, but increasingly, vectors will have all kinds of data embedded in them, & vector computers will be the engines that unleash those powerful combinations. Founder Daniel Svonava is a former engineer at YouTube who worked on real-time machine learning systems for a decade.

Artificial Intelligence 211

Artificial Intelligence Machine Learning AI Engineering 211

Intercom, Inc.

AUGUST 18, 2022

When you reach senior level on an engineering track, you’re expected to be optimal in your hard skill set. Despite not having a formal education in engineering, Sarah landed a job as a developer in the French consultant Grand Manitou. Then, four years ago, in 2018, she got a job at Algolia as a software engineer.

Engineering 204

Engineering Software Review Technical Review Development Team Review 204

Tom Tunguz

MARCH 30, 2023

Machine learning systems, like any complex program, benefit from more use. Product & engineering ply those insights to improve performance. In addition, researchers have observed an emergent property of machine learning models : something we didn’t anticipate but we can see.

Artificial Intelligence 285

Artificial Intelligence AI Machine Learning Generative AI 285

Tom Tunguz

JANUARY 12, 2021

The Art of Doing Science and Engineering is a curious book. Richard Hamming, the author, was a professor of science and engineering at the Naval Postgraduate School and researcher at Bell Labs. He knew quite a bit about science and engineering. ” Sap was a language built on top of assembly, which is machine language.

Engineering 145

Engineering Machine Learning Artificial Intelligence Consulting 145

IT World

MAY 6, 2020

Spell , an end-to-end platform for machine learning and deep learning—covering data prep, training, deployment, and management—has announced Spell for Private Machines , a new version of its system that can be deployed on your own hardware as well as on cloud resources. To read this article in full, please click here

Machine Learning 64

Machine Learning Artificial Intelligence Cloud AI 64

Tom Tunguz

MAY 29, 2017

It’s one of undoubtedly many technologies which will use one machine learning model to detect another machine learning model. Researchers deploy algorithms to reverse engineer those trading patterns. This idea is not new. Security systems have been doing this for decades.

Machine Learning 100

Machine Learning Artificial Intelligence Startup AI Search 100

Tom Tunguz

JULY 4, 2022

Last week, I installed Github’s Copilot , a machine learning tool that helps engineers write software. Two distinct machine learning systems have analyzed this blog post for grammatical errors, clichés, brevity, style, and weasel words. I typed in def get_tweets_for_user(username) in ruby. They have it wrong.

AI 257

AI Machine Learning Artificial Intelligence Software Engineering 257

Tom Tunguz

MARCH 11, 2013

I believe machine learning will drive the next big wave of innovation in consumer web services. The very same technologies that power Google’s search and Netflix video recommendation engine will become far more common and useful, perhaps even predominant in the consumer web.

Machine Learning 100

Machine Learning Artificial Intelligence Travel Technology 100

Tom Tunguz

DECEMBER 17, 2023

Data teams are becoming software engineering teams. Business logic : the data engineering team build the ETL pipelines while the data science team researches & implements machine learning algorithms for MLDS driven data products. The video is here. Thank you, Philip!

Data 193

Data Government Scale Headcount 193

Tom Tunguz

JULY 30, 2020

There is a mega-trend underpinning the changes in data design philosophy and tooling: the rise of the data engineer. Data engineers are the people who move, shape, and transform data from the source to the tools that extract insight. We believe data engineers are the change agents in a decade-long process that will revolutionize data.

Trends 319

Trends Data Machine Learning Artificial Intelligence 319

Intercom, Inc.

AUGUST 15, 2018

On day one as Reddit’s new VP of Engineering, Nick Caldwell faced a dilemma. He had just spent 13 years at Microsoft, most recently as the head of 300 engineers. At Reddit, he led a team of 35 – none of whom knew how to manage other engineers. Nick Caldwell: I’m VP of engineering at Reddit.

Leadership 141

Leadership Engineering Part-Time VPE CTO Coach 141

Tom Tunguz

MAY 15, 2023

This is my current mental model of when to choose a large or small model : When to choose a large model : time to ship is critical : many of these models are available via API, requiring formatted data as an index or vector database - which an engineer can achieve within a few hours for a working beta. When to choose a small model?

Artificial Intelligence 178

Artificial Intelligence AI Machine Learning Scale 178

SaaStr

APRIL 12, 2023

Why AI Matters to VCs Over the last decade, each type of machine learning has developed and grown, with generative AI becoming the most recent. Goldman Sachs predicts that the contribution of machine learning to GDP would fall somewhere between 1.5 – 2.9%. SaaStr Workshop Wednesdays are LIVE every Wednesday.

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Generative AI AI Machine Learning Artificial Intelligence 185

Intercom, Inc.

OCTOBER 13, 2020

We are at the start of a revolution in customer communication, powered by machine learning and artificial intelligence. So, modern machine learning opens up vast possibilities – but how do you harness this technology to make an actual customer-facing product? The cupcake approach to building bots.

Artificial Intelligence 281

Artificial Intelligence Machine Learning Underperforming Technical Team Development 281

SaaStr

APRIL 8, 2020

UruIT’s Free Machine Learning Consultation. Click here for UruIT’s Free Machine Learning Consultation – join a discovery session with our Machine LEarning engineers to identify opportunities of improvement by applying ML in your SaaS. Where can I find the deal?

Machine Learning 220

Machine Learning Artificial Intelligence SaaS Consulting 220

User Pilot

DECEMBER 21, 2023

The podcast’s range is impressive, covering everything from advanced machine learning concepts to more general interest subjects. 5: The TWIML AI Podcast The TWIML AI Podcast, hosted by Sam Charrington, brings together influential minds in machine learning and AI, making it one of the best machine learning podcasts.

Artificial Intelligence 104

Artificial Intelligence Technical Review AI Technology 104

User Pilot

MAY 10, 2023

TL;DR AI marketing involves leveraging AI technologies like machine learning, deep learning, etc., There are four groups of marketing AI apps today: standalone machine learning, standalone task automation, integrated machine learning, and integrated task automation apps. AI-powered marketing tools.

Artificial Intelligence 90

Artificial Intelligence AI Search AI Machine Learning 90

Tom Tunguz

JULY 8, 2020

This modern architecture for data analysis, operational metrics, and machine learning enables companies to process data in new ways. Various roles in your organization, like data scientists, data engineers, application developers, and business analysts, can access data with their choice of analytic tools and frameworks.

Data Analysis 241

Data Analysis Cloud Data Scaling 241

TurnKey Labs

JANUARY 6, 2024

In the ever-evolving world of software development, the role of MLOps Engineer has quickly climbed to prominence. This is the expert you need to streamline your machine learning processes, to automate and improve your predictive models, and ultimately, to edge out your competitors with cutting-edge AI solutions.

Development 62

Development Machine Learning Artificial Intelligence AI 62

SaaStr

NOVEMBER 12, 2022

But now they are back to picking the types of risk they like to take: Lack of A+ Engineering Team Risk. In SaaS, VCs seem to split two ways on the engineering team. You need to fit into Big Data, into Machine Learning, AI, or B2D tools, or whatever. Some want a world-class, proven, sizeable team with perfect pedigrees.

Scale 337

Scale Sales Recruiting Machine Learning Artificial Intelligence 337

Andreessen Horowitz

SEPTEMBER 25, 2023

Daphne Koller is the founder and CEO of insitro, a company using AI and machine learning to engineer drug discovery. 03:23] AI in the life sciences [07:02] LLM for cells [11:37] Engineering disease and drug discovery [13:33] Bits vs. atoms [17:36] The opportunity ahead Why life sciences? 00:32] Why life sciences?

Artificial Intelligence 80

Artificial Intelligence Machine Learning AI Scale 80

Intercom, Inc.

SEPTEMBER 22, 2022

The Conversation Automation Solutions (CAS) category is designed for B2B Marketers who are looking for technologies to support marketing, sales, and digital experience optimization aligned to the revenue engine. Businesses can leverage these tools for every customer stage, from evaluation to conversion, to support and expansion.

Machine Learning 104

Machine Learning Artificial Intelligence Scale Benchmarks 104

IT World

MAY 16, 2023

The job postings sought a senior development engineer for machine learning and another engineer to “rearchitect” the search engine or feature inside Amazon’s shopping application. To read this article in full, please click here

Generative AI 68

Generative AI AI Search AI ChatGPT 68

Intercom, Inc.

MAY 20, 2021

Our conversation covered a lot of ground, from our distorted understanding of engagement metrics to how and why engineers should seek to design features that enhance human senses rather than exploiting them. A wide-ranging and richly thought-provoking episode. Intercom’s Fergal Reid and Ciaran Lee on the making of Resolution Bot.

Machine Learning 211

Machine Learning Artificial Intelligence Innovation Interviewing 211

Tom Tunguz

DECEMBER 8, 2020

I remember sitting in the second floor of the engineering building late into the night in front of an SGI Indigo workstation during grad school. The machine was a deep purple, and the keyboard was gray, and the screen showed a terminal with a little blinking green box. User interfaces can and will become more sophisticated.

Machine Learning 261

Machine Learning Artificial Intelligence Software Engineering Engineering 261

Tom Tunguz

DECEMBER 28, 2021

Software engineering best practices have begun to infuse data: data observability, specialization of different ETL layers, data exploration, and data security all thrived in 2021 and will continue as users stuff more data into databases and data lakehouses. GTP-3 and BERT are massive machine learning systems called neural nets.

Scale 253

Scale Blockchain Banking Machine Learning 253

Intercom, Inc.

JULY 30, 2020

Clearbit , the leading marketing data engine, has reaped the rewards of automation firsthand – leveraging it for everything from identifying churn risks to closing renewals, all without human involvement. Combatting churn with machine learning. This machine learning model doesn’t operate alone, though.

Customer Success 145

Customer Success Scale Machine Learning Artificial Intelligence 145

Stax

MARCH 4, 2024

Identifying and Mitigating Payment Security Threats Phishing scams, social engineering, bot attacks—these are just a few of the most pressing cybersecurity threats that can be so devastating they have real-time effects. Innovations in artificial intelligence (AI) and machine learning are helping develop security solutions faster than ever.

Merchant Services 88

Merchant Services Payment Methods Payment Services Payment Features 88

Neil Patel

FEBRUARY 25, 2021

Here is where machine learning operations (MLOps) come in. In less simple terms, it’s a combination of machine learning, data engineering, and development operations. MLOps creates a lifecycle and a set of practices that apply to the development of machine learning systems. 5 Benefits of MLOps.

Machine Learning 114

Machine Learning Artificial Intelligence DevOps as a Service Marketing 114

SaaStr

APRIL 4, 2019

You’ll also learn how leading SaaS companies are able to scale and thrive in this complex, dynamic environment. Eyal Manor – VP, Engineering @ Google Cloud. In the last two years there have been so many new services around security, around machine learning that literally did not exist. FULL TRANSCRIPT BELOW.

Cloud 167

Cloud Scale Trends Machine Learning 167

Tom Tunguz

APRIL 14, 2019

Since writing The AI Agency: A Novel GTM for Machine Learning Startups , I’ve been meeting many companies who operate this way. These startups use machine learning to disrupt an industry traditionally dominated by agencies: law, accounting, recruiting, translation, debt collection, marketing…the list is long.

AI 190

AI Sales Recruiting Underperforming Technical Team Machine Learning 190

Neil Patel

DECEMBER 23, 2020

It’s also the driving force behind search engines like Google becoming “smarter.” While keywords are still highly valuable, search behavior is becoming more complex because we expect search engines to understand what we mean. NLP vs. AI vs. Machine Learning. Where does natural language processing fit in?

Artificial Intelligence 145

Artificial Intelligence AI Search Scale Marketing 145

Unbounce

JUNE 24, 2020

Amazon, for example, runs on a recommendation engine that’s been driving significant business value for more than 20 years. an algorithm making recommendations based on similarities between users) to more scalable solutions driven by a deep learning framework called DSSTNE. Machine Learning and Conversion Rate Optimization.

Artificial Intelligence 145

Artificial Intelligence AI Search Machine Learning Marketing 145

ReSci

AUGUST 24, 2016

In simple terms, feature engineering involves feeding knowledge into a Machine Learning model. As a refresher, a machine learning model is an algorithm that takes features as input and produces as output a prediction or classification. A feature itself is the item that….

Engineering 40

Engineering Machine Learning Artificial Intelligence 40

FastSpring

DECEMBER 17, 2020

Our FastSpring product and engineering teams have been hard at work to deliver new updates and features that will help you deliver a world-class ecommerce experience. Enhanced Machine Learning Fraud Engine. Our new fraud engine is powered by a machine learning algorithm that will get smarter over time.

Merchant Services 78

Merchant Services Payment Methods Payment Features Payment Services 78