Tue.Jul 31, 2018

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Data Science on Steroids: Productionised Machine Learning as a Value Driver for Business

OpenCredo

Machine Learning is more than just another technical innovation. It is set to be a value driver for the entire business. To unlock the value in data will require close collaboration between Business and IT and utilising best practice methodologies like DevOps and Agile. This in turn will streamline the business for success in the market. Continue reading Data Science on Steroids: Productionised Machine Learning as a Value Driver for Business on opencredo.com.

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Data's day of reckoning

O'Reilly Media - Data

We can build a future we want to live in, or we can build a nightmare. The choice is up to us. Our lives are bathed in data: from recommendations about whom to “follow” or “friend” to data-driven autonomous vehicles. But in the past few years, it has become clear that the products and technologies we have created have been weaponized and used against us.

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Difference between Frontend and Backend

The Crazy Programmer

There always been a lot of buzz especially among the people who are novice to the field of programming stuff about the two terms Frontend and Backend. Although these two are the most fundamental and basic terms in the design and development world, people more often fail to understand the fine line between the two and yeah we can’t solely blame people for this.

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Python Machine Learning Prediction with a Flask REST API

Toptal

Employing Python to make machine learning predictions can be a daunting task, especially if your goal is to create a real-time solution. However, Tensorflow and Scikit-Learn can significantly speed up implementation. In this article, Toptal Python Developer Guillaume Ferry outlines a simple architecture that should help you progress from a basic proof of concept to a minimal viable product without much hassle.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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4 Essential Security Measures Before Moving to the Cloud

Women on Business

We've Moved! Update your Reader Now. This feed has moved to: [link] If you haven't already done so, update your reader now with this changed subscription address to get your latest updates from us. [link].

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How to Take Your Retention Strategy to the Next Level

Let's Grow Leaders

There’s no question, the downside of a good economy is that it’s harder to retain your best talent. The challenging underperformers stick around, while your rock stars are suddenly the hottest ticket on LinkedIn. If you’re like most executives we talk to, […]. The post How to Take Your Retention Strategy to the Next Level appeared first on Let's Grow Leaders.

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Interpreters: The Magic That Runs Your Python Code

Coding Dojo

Programmers have not always been fortunate enough for programming languages as understandable as those available today. Binary is the only … Read more >>. The post Interpreters: The Magic That Runs Your Python Code appeared first on Coding Dojo Blog.

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Exploring the Business Benefits of SharePoint

Toptal

Many businesses use SharePoint but use it poorly. Restructuring and re-education are the keys to getting the most out of SharePoint. In this article, Toptal Freelance SharePoint Developer Anthony Lucidi explores how features like metadata tags, SharePoint workflows, and PowerApps can make a world of difference.

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Blockchain Enables Anarchy

CTOvision

Everyone’s talking about blockchain. Everyone’s hailing its potential to revolutionize everything from banking and insurance to supply chain management and capital formation. And, indeed, the potential exists to reinvent all of those things, but there are some scary implications as well. Blockchain is an inherently decentralized structure. In particular, distributed ledger technology (DLT) is inherently [.].

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Streamlining Database Compliance with CI/CD Integration

IT leaders know the importance of compliance at every level, but the database often gets left behind as other environments are automated for robust protection. This whitepaper emphasizes the importance of robust, auditable, and secure database change management practices for safeguarding organizational compliance. Learn how automating database compliance: Mitigates risk Protects against security vulnerabilities Helps avoid regulatory penalties Aligns database workflows with app lifecycle Turns d

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7 Reasons Why Companies Turn to Gorilla Logic for Nearshore Agile Development

Gorilla Logic

What’s on your whiteboard?? A lot of great ideas that could potentially transform your company, right? Yet budget constraints and recruiting issues often mean those great ideas fall further down your list. Aligning with a nearshore Agile development partner can give you the talent and expertise needed to deliver on your company’s strategic goals – as long as you select the right one.

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AI and precision engineering, Google to release TPU AI Chips, Ford to invest $4 billion in AI tech, AI patents rising rapidly

CTOvision

The following are some of the AI stories we are tracking: How Robot Hands Are Evolving to Do What Ours Can One of the areas that artificial intelligence comes really handy is precision engineering. One particular field that is evolving is robotic engineering. Controlling a robotic hand to perform complex tasks on its own instead [.].

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Array Destructuring

David Walsh

Destructuring has become a major language feature in JavaScript, most prominently seen with imports, but also in function declarations and so on. While object literals are the usual case for destructuring, remember that you can also destructure Arrays and Sets. Let’s have a look at how destructuring is used for arrays and Sets! The usual case for destructuring is with an object literal: const dict = { prop1: "one", prop2: "two" }; const { prop1, prop2 } = dict; // prop1 = "one" // prop2

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Full stack software developer based in Barcelona, we are looking for you!

Apiumhub

We are looking for a Full stack software developer in Barcelona. We are looking for a full stack developer (m/f) to join our young & dynamic software development team in Barcelona! We are growing our team and we want essential people to be part of it and to work with us on interesting projects to build working software. . Who we are? At Apiumhub , we are experts in backend development.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Malware Analysis using Osquery Part 1

AlienVault

Tools like Sysmon and Osquery are useful in detecting anomalous behavior on endpoints. These tools give us good visibility of what’s happening on endpoints by logging multiple types of events, which we can forward to a SIEM or other correlation system for analysis. In this blog series, we’ll analyze different malware families, looking at the types of events generated on the endpoint and how we can use Osquery to detect them.

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Data Science on Steroids: Productionised Machine Learning as a Value Driver for Business

OpenCredo

TL;DR. Machine Learning, alongside a mature Data Science, will help to bring IT and business closer together. By leveraging data for actionable insights, IT will increasingly drive business value. Agile and DevOps practices enable the continuous delivery of business value through productionised machine learning models and software delivery. IT as a Cost Centre.

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Iran’s Next Ayatollah

The Cipher Brief

On July 28, Iran’s Supreme Leader Ayatollah Ali Khamenei marked 29 years since a referendum made his election official…but Iran must think toward the future, and how to select the next Ayatollah. This is Cipher Brief Level I Member Only content. It can be accessed via login or by signing up to become a Cipher Brief Member. Joining this high-level, security-focused community is only $10/month (for an annual $120/yr membership).

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What is the Human Approach to Cybersecurity, and Why Does It Matter?

PowerSchool

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Top 5 Challenges in Designing a Data Warehouse for Multi-Tenant Analytics

Multi-tenant architecture allows software vendors to realize tremendous efficiencies by maintaining a single application stack instead of separate database instances while meeting data privacy needs. When you use a data warehouse to power your multi-tenant analytics, the proper approach is vital. Multi-tenant analytics is NOT the primary use case with traditional data warehouses, causing data security challenges.

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How Time and Attendance Software Can Help Business Owners and Their Employees

Strategy Driven

What is time and attendance software? At the lowest resolution time and attendance software is a system that requires employees to manually clock in and out of shifts. Businesses use it, so they can optimize the hours their employees work and pay them more accurately. Is it micromanaging? It is reasonable to assume requiring workers to manually clock in and out of shifts and breaks can send the message their manager doesn’t trust them enough to report the hours they work accurately.

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The 3-5-3 of Scrum

scruminc

The 3-5-3 of Scrum. by Joe Justice | August 1, 2018 | Blog. Scrum teams wishing to receive the return on investment associated with a rigorous Scrum should have an immediate method to check if they are implementing the same practices observed in the documented high performing teams. To support this, I encourage Scrum masters to check themselves against the Scrum guide and its 3 roles, 5 events, and 3 outputs.

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Organizing for Innovation, Part V: The Leadership Challenge

The Agile Manager

Organizations of autonomous teams require a different set of behaviors than organizations that are run like a machine. People in a self-directed team form their own appreciations for what should be done, prioritize what will be done, and self-determine how it will be done. They are unencumbered by hierarchy, expected to communicate with anybody in the organization they need.

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Undermining the Boss

The Daily WTF

During the browser wars of the late 90's, I worked for a company that believed that security had to consist of something you have and something you know. As an example, you must have a valid site certificate, and know your login and password. If all three are valid, you get in. Limiting retry attempts would preclude automated hack attempts. The security (mainframe) team officially deemed this good enough to thwart any threat that might come from outside our firewall.

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7 Pitfalls for Apache Cassandra in Production

Apache Cassandra is an open-source distributed database that boasts an architecture that delivers high scalability, near 100% availability, and powerful read-and-write performance required for many data-heavy use cases. However, many developers and administrators who are new to this NoSQL database often encounter several challenges that can impact its performance.

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Should You Go It Alone with a Single-person Startup?

Toptal

Popular rhetoric states that you need a team to found a startup. But what if you don’t have the desire or the right co-founders to start a new venture in a team? Contrary to popular belief, there are many successful solo ventures. This guide presents some tactics for solo entrepreneurs to follow when starting a solo venture.

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Joining the Fight for Innovation and Economic Growth—Michael Brown on his Term on the Board of the NVCA

Battery Ventures

Congratulations on being appointed to the NVCA board. Can you tell us a bit about the group, and which of its core policy issues are you most excited to work on? Sure—the National Venture Capital Association is the VC industry’s flagship trade association, and generally advocates for policies that encourage innovation, entrepreneurship, and long-term investment.