ACID transactions are not always necessary in a document-oriented database. But if you do need them, Mongo now supports them! I'll show you how ACID transactions work in Mongo, and what it implies for your data design.
Azure Databricks is an Apache Spark-based analytics platform optimized for the Microsoft Azure cloud services platform. This session will cover the basics of Azure Databricks, how to start developing applications within Azure Databricks.
Demystify the world of Artifical Intelligence and Machine Learning in a simple and fun way so that everyone can understand and use Machine learning. Including a Hands-on demo using Machine Learning.
In this section we will present key characteristics that allow emotionally intelligent leadership to emerge. We will also describe some practices that you can immediately use to increase your emotional intelligence.
Learn how to add a mega-component like a Gantt chart to any React web app.
If you are challenged with creating rapid, solid sprint plans or struggling with mid-sprint issues, then this course is for you. After completing this course, you will have the skills and knowledge of how to execute and deliver quality sprint plans.
Practical advice and considerations for how to identify, build, and grow a distributed team. The talk will cover issues like considerations for identifying a location, recruiting and building a team, effective and efficient communication channels, and ensuring remote offices are set up for success.
Talk about architectural patterns to make your services and distributed systems more resilient and reliable
This talk covers the essential C# best practices you need: memory management, properties, error handling, and exception-safe code.
Five techniques that can make our teamwork and our teams dramatically more effective. The nuances I almost never see teams doing (and that have made my teams much more effective) that I coach all my teams in.
Learn microservice architecture essentials through visual metaphors.
Bringing CICD principles and practices into DC operations helps to efficiently manage DC resources i.e. from network devices setup to container platform to application deployment. This also helps in scaling DC to thousands of servers reliably.
In this session, Luba Gloukhova will survey the various forms of adversarial attacks against neural networks that have emerged, and the state of the art methods for defense.
Seamlessly serve state-of-the-art deep learning models as web microservices in minutes and create an application around it without having prior deep learning experience.
Flutter is an open-source mobile application platform developed by Google. In this talk, we'll see how a cross-platform landing page can be designed and implemented using Flutter for Android, iOS and Web.
Can DevOps apply to IoT devices? Over the course of 9 years and 3 hardware platforms, we tried just that and increased our cadence by a factor of 20x. We learned a ton along the way with some unexpected wins, which I'd like to share in this talk.
Developers today are creating insightful tools like never before with machine learning. However, not everyone has the background to jump straight into scikit-learn or TensorFlow. In this session, learn how to access Google's pretrained models by API.
I plan to discuss the fundamentals of CICD, Jenkins pipeline libraries, examples for easy customization/extensibility across hundreds of services. Best practices and learnings doing this across hundreds of services and multiple teams will be shared
The process to manage privacy around the world impacts software development as well as business processes. This talk will provide a high-level overview of managing privacy in global products.
Go is a modern language that easily uses multiple cores, easily implements concurrency, easily works in distributed environments, and easily allows the programmer to write programs - build applications that scale and go fast.
GraphQL promises to simplify client-server communication. Used correctly, it can provide a clean and performant way to communicate. This talk will explore what we learned from that adoption focusing on both server-side and client-side aspects.
This is a hands-on session, you'll need to bring a computer with internet access in order to participate. We'll do CTFs and in order to find the flags you'll need to expose and use a different vulnerabilities to hack a fake-website.
Both individuals and companies can benefit greatly from open sourcing projects. In this talk, Carsten Jacobsen, Open Source Developer Advocate at Uber, talks about how to successfully open source a project.
In this session we will begin by looking at VS Code and the brand new cloud-based IBM Blockchain Platform to see how we develop Blockchain apps for Supply Chain. We'll also look at some other up-and coming dev tools.
A resilient, MySQL database next-gen architectural solution using open source software(using Orchestrator, Consul & HAProxy/ProxySQL).
A platform-agnostic intro to Test-Driven Development (TDD)
This will be a non-intimidating introduction to machine learning. We'll talk about what it is, how machines learn, and why it has become so important. We’ll also discuss Artificial Intelligence and machine learning’s role in AI.
This session will cover native iOS development with the best architecture, design patterns, libraries, components, tools, tips, tricks and new features from WWDC 2019.
Dockerized applications are on rise with Kubernetes as orchastartor. In this session, let us learn how Linux/Docker security principles power Kubernetes Security. Live demos will make concepts clear and session highly interactive.
Strategies to get noticed by recruiters at top tech companies and prepare for coding interviews, including an overview of challenging topics like time complexity, recursion and dynamic programming.
In this session, you will learn how to build a web server in Go and will see how to program routes to handle requests and serve responses.
Artificial Intelligence for Personalization implementation
Learning how to create your own machine learning models with Turi Create and converting those models to Core ML models and apply them to iOS applications.
Understand the basics of React's four basic Hooks (useState, useEffect, useContext and useReducer).
Dynamic programming (DP) problems are interesting and at the same time challenging to solve. This session walks attendees through a sequence of steps to come up with a brute force solution and then transition to an optimized solution.
This session will describe how Microservices is used in the real world.
MongoDB doesn't use tables, rows, or fixed schema. How does it work? This session will show you! Cutting through the rumors, legends, and myths this gentle introduction explains what this database is, what it isn't, and why.
MySQL HA with InnoDB Cluster and automated fail-over
Let’s walk through the tools that surround React and learn which you should prioritize learning first.
Understanding your data is key to actually being able to learn from the potentially massive amounts of data you are storing every single day. Learn how to learn from your data and build a streaming spark application.
In this C# demo, we will go through a step by step guide to turn normal code into asynchronous code.
Could we say science fiction is paving the way for the future scientist? We start by looking at the link between imagination and reality by exploring how Med Apps, AR and AI went from science fiction to running on mobile.
Cyber criminals are after everybody big and small.
Protect your innovations and underlying computers and infrastructure you use in your business. Learn best practices to keep your data, operations and innovations safe from cyber criminals.
This session will talk about the Kafka security which includes: Kafka Authentication;
Kafka Authorization; Zookeeper Security; Kafka Quotas; Performance
Know what to do when you don't know what to do! Understand what works works where and why.
A new front-end stack is emerging, with one theme - constraints that scale. They involve building Design Systems and TypeScript for consistency, Apollo GraphQL, and server- or statically-rendered React.
An overview of system software development for developing server platforms used in cloud
In this talk, we will examine how we used Scala.js with React including custom hooks to maximize code reuse, isomorphic implementation of algorithms to run the same code on servers and clients, and use of memoization to ensure a responsive UI.
I has been traveling the world as a technical agile coach for over a decade and have developed a structured approach for creating lasting change for his teams. In this session I'll teach the six most powerful practices from this approach.
Intro to Tekton, and how to use it to deploy services across a Kubernetes cluster.
Algorand is a new blockchain built on a Permissionless, pure proof of stake, decentralized agreement protocol, where anyone can participate. This protocol finalizes transactions quick & offers true decentralization
Back again this year and this time focusing on how to help you create a new business on top of the Blockchain. This will not be a session on ICO's or Tokens, rather economically feasible businesses that can be built right now and sold to the public.
10 years ago, building for the web was pretty hard.
Nowadays you can conceptualize and launch a product in 1 day. React for the webapp, a UI kit for design, Gatsby to make it fast, GraphQL for data, Serverless for the backend.
This is the future.
Time management is a constant challenge for all EMs. I will share tips, tactics, and strategies to get things. Topics include planning your day, time boxing, emails, calendar management, to-do lists, and effective meetings.
Redis has 10 different data structures plus Redis Modules. In this talk, Dave will give at least 1 example of how to use each data structure to scale your website.
You will learn what serverless is and the top three use cases for this technology including creating APIs, microservices and event driven programming. We will look at key concepts and example code.
This is a fast paced walk-through of the nopCommerce architecture and source code. More importantly, you will discover the many ways to get involved with any other open source software to better your career and life.
I'll talk about Unit testing. The benefits, how to get started, how to get a team who doesn't know anything about unit testing to start doing it, how to introduce unit testing into a code base that doesn't have any unit testing.
This talk will explain why and how Kubernetes is well suited for Machine Learing, deploying your ML models in production and setting up visualization tools like TensorBoard for monitoring. Specifically it will show how to setup a variety of open source machine learning frameworks such as TensorFlow, Apache MXNet and Pytorch on a Kubernetes cluster. The attendees will learn distributed training, massaging and inference phases of setting up a Machine Learning framework on Kubernetes.
Managing programmers is hard! Becoming a successful manager requires a drastic change of focus.