Seven Rules for Delivering Machine Learning Projects on Time
Predicting the length of time it will take to get a Machine Learning (ML) project into production can be tricky. If there is an issue, more often than not, it is likely related to a disconnect between engineering and the data science team. Collaboration between data science and engineering is critical for ML projects, but it is often a challenge.
When it comes to ML project management, one can separate the process into three stages: Proof of Concept (PoC) or the research phase, the Demo phase, and the Engineering phase. In this article, we examine these different phases and how one can handle them to ensure smooth and timely delivery of projects. The resulting protocol can also ensure better estimates of time for production deployment. created a number of heuristic rules that one can follow to ensure smooth, predictable and faster time to production.
Based on several years of experience handling various ML projects as part of a data science team, we have created a number of heuristic rules that one can follow to ensure smooth, predictable and faster time to production.
4 Types of Software Maintenance & How They Help Your Organization
Software maintenance is a crucial part of the software development cycle.
It isn’t something that businesses can skip or avoid.
Refactored is important for the success of your apps or software, and any evolution of your business.
Your software needs different types of maintenance refactored to keep up with trends and running, to rework the system for future changes, to enhance features, to move to the cloud, and to implement any important milestone.
Far more than error-fixing or interface changes, there are different types of software maintenance that serve a great purpose in improving the efficiency of software.
Some of these changes can appear only in the backend, while others may be noticeable in the front-end as well. At large, each of these categories has a varying effect on your user experience.
This article will explore the different types of software maintenance and review their importance for software success.
Phishing 101: How It Works & What to Look For
Phishing is today’s biggest cybersecurity threat: 90% of incidents that end in a data breach start with a phishing email. It is the delivery system of choice for malware like ransomware and the gateway to an array of cybercrimes and fraud. The humble phishing email has rocked the highest levels of business and government with far-reaching consequences. More than 80% of reported cyberattacks are phishing. The versatility and effectiveness of this type of threat is what makes it a favorite among cybercriminals. The devastation it brings in its wake is what makes it a nightmare for security teams.
https://www.business2community.com/cybersecurity/phishing-101-how-it-works-what-to-look-for-02400053
Digital Ways to Keep a Good Track of Your Business During Pandemic
Tracking your business has always been an important factor, but amidst the covid pandemic, it has become more crucial. In this era, where traditional businesses have turned into online businesses and everyone’s locked and working from home, it has become challenging for employers to track their employee performance and daily operations.
In such a case, business management software is the right rescuer that helps you maintain sanity and guide you through different actions and missions.
These digital tools help you explore your functionings and offer services like task management, action reporting, project tracking, etc.
11 Tips for Remote Employee Engagement
Remote work is here to stay. Finding ways to raise morale, respond to changes nimbly, and foster engagement is the key to maintaining a winning culture with a remote workforce. Follow these 11 strategies to keep your employees motivated, productive, and connected.
https://www.business2community.com/human-resources/11-tips-for-remote-employee-engagement-02403903
The Complete Job Interview Preparation Guide: 10 Tips to Get You Hired
Preparing for a job interview is critical to making a good first impression, calming your nerves and coming across as a viable candidate for the role. You need to be ready to evaluate this opportunity and to be evaluated for it. So you can go in with confidence, I’ve compiled my top ten tips for interview preparation.
The power of emerging technologies: Finding value through data
To get more value from their data, companies need to upgrade their IT architecture and invest in emerging technologies. Here are four best practices to successfully implement the necessary changes.
Cloud 2.0: Serverless architecture and the next wave of enterprise offerings
Serverless IT architecture is still in its infancy, but early efforts show promise for the next phase of streamlined—and cost-effective—IT transformation.
Serverless is the next-generation cloud, which provides not only the cloud but also full application functionality. In classical cloud, you log into the (virtual) server; in serverless, you just run the complete functional application programming interface (API). This serverless setup allows businesses to focus solely on developing value-added functions and features.
Serverless architecture represents a new paradigm. With it, companies can overcome the typical obstacles of cost and effort that often sidetrack IT transformations. It also enables companies to shift their IT spending from a capex to an opex model for the entire duration of application development—a move that can reduce overall costs by around 60 percent.1
Serverless architecture offers huge advantages for companies seeking to transform at scale and support digital journeys. It starts with the advantages of classic cloud and then expands them with additional offerings that create a serverless architecture.
Mental Models: The Best Way to Make Intelligent Decisions (~100 Models Explained)
A mental model is a representation of how something works. As humans, we cannot keep all of the details of the world in our brains, so we use models to simplify the complex into understandable and organizable chunks. It turns out that, building a toolbox with different mental models can help you improve your ability to make decisions.
https://fs.blog/mental-models/
Experience management 101: The what, why, and how of XM
As the ever-increasing flow of information shifts power from organizations into the hands of individuals, businesses must reassess how they operate. They must continuously learn what customers, employees, and partners are thinking and feeling, redefining their business models to provide positive, personalized experiences. Identifying and closing experience gaps has become essential to the customer journey, employee engagement, and succeeding in today’s ultra-competitive and ever-changing environment.
https://www.qualtrics.com/blog/what-is-experience-management/
IRAI Quiz -- 210521
1. National Selfie Day is celebrated every year on ----------
2. Vishing is phishing with ---------- (voice / video) messages
3. Of the two early online shopping sites, Amazon and eBay, Which one is older?
4. In World War II, Nazi Germany employed the ----------- machine to encode its messages.
5. Which of these Keyboard Layout Is Faster Than The QWERTY Configuration? SpeedKey, Dvorak, Colemak, Typtron
6. ---------------- is the text of the first SMS message was delivered on December 3, 1992.
7. ---------------, the communications software designed in 1982 is considered as the first application to actually be called freeware
8. Quantum computers are much more susceptible to errors than Classical computers. True / False
9. Cyborg is a compound word derived from cybernetics and ------------
10. In 2009, Microsoft ---------------- became Bing
Answers to IRAI Quiz -- 210521
2. Voice
3. Amazon
4. Enigma
5. Dvorak
6. Merry Christmas
7. PC-Talk
8.True
9. organism
10. Live Search
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