Fri.Feb 03, 2023

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Interview Questions on Support Vector Machines

Analytics Vidhya

Introduction Support vector machines are one of the most widely used machine learning algorithms known for their accuracy and excellent performance on any dataset. SVM is one of the algorithms that people try on almost any kind of dataset, and due to the nature and working mechanism of the algorithm, it learns from the data […] The post Interview Questions on Support Vector Machines appeared first on Analytics Vidhya.

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How to Implement a Federated Learning Project with Healthcare Data

KDnuggets

Learn about Federated Learning and how you can use it in the healthcare sector.

IT 149
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Neuro Symbolic AI: Enhancing Common Sense in AI

Analytics Vidhya

Introduction Since ancient times, humans have been obsessed with creating thinking machines. As a result, numerous researchers have focused on creating intelligent machines throughout history. For example, researchers predicted that deep neural networks would eventually be used for autonomous image recognition and natural language processing as early as the 1980s.

Analytics 306
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AWS growth slows further by persistent macroeconomic uncertainty

CIO Business Intelligence

Revenue growth at Amazon’s cloud computing division, Amazon Web Services, continued to slow in the fourth quarter as enterprises advanced their cost-cutting measures, brought on by uncertain macroeconomic environment. Despite a 20% year-on-year increase in revenue, reaching $21.4 billion in Q4 2022, this growth rate is slower compared to the 27.5% and 33% growth seen in Q3 and Q2 respectively.

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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Getting Started with The Basics of Docker

Analytics Vidhya

Introduction “Let’s containerize your code to ship worldwide!” If you read the above quote, you must think, what does this all mean? Well, my friend, this is what Docker is. Let me explain it with an example. Say Harish and Lisa are two people working on the same project but on two different systems(say windows and […] The post Getting Started with The Basics of Docker appeared first on Analytics Vidhya.

Analytics 306
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AI is Not Here to Replace Us

KDnuggets

Is the fear of AI replacing humans justified? Here we have a look at what AI is good for and what it isn’t.

IT 110

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ChatGPT for Beginners

KDnuggets

List of best crash courses for ChatGPT.

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Top 10 Must Read Interview Questions on Decision Trees

Analytics Vidhya

Introduction Decision trees are one of the most widely used algorithms in machine learning which provide accurate and reliable results that can be used for classification and regression problems. In data science interviews, questions are mostly asked related to decision trees. It is essential to answer those questions efficiently as it is one of the […] The post Top 10 Must Read Interview Questions on Decision Trees appeared first on Analytics Vidhya.

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Data Trends 2023: Predictions For Big Changes In Business

Aryng

Data has become an increasingly vital part of modern business, and it is no surprise that companies are constantly looking for ways to leverage it to their advantage. How businesses use data, from big data and analytics to artificial intelligence and machine learning, is continuously evolving. This article will discuss data trends based on evolving […] The post Data Trends 2023: Predictions For Big Changes In Business appeared first on Aryng's Blog.

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Google Cloud growth slows as Alphabet net income plunges

CIO Business Intelligence

Even though Google Cloud revenue growth showed signs of slowing, it nevertheless provided something of a bright spot as parent company Alphabet — hit hard by the tightening of customer budgets — posted a year-over-year decline in net income for its 2022 fourth quarter. Fourth-quarter gross revenue for Alphabet was $76.05 billion, up just 1% from $75.3 billion a year ago, according to company results posted Thursday.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Why Control and Trust Are Needed to Win the AI Race

Dataiku

It was a thrilling moment in history. The Brazilian Grand Prix was the last of the F1 2012 season, and the tension was high. Only a few points separated Fernando Alonso from Sebastien Vettel. But in the first laps, a terrible accident put Vettel in last place. In one of the most remarkable comebacks in F1 racing history, Vettel surprisingly finished in sixth place, which allowed him to win the overall championship for the year.

IT 52
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Case Study – Augmented Analytics for a leading Highway Toll Plaza Management Company in India

Smarten

Client is a leading Highway Toll Plaza Management Company, with a large portfolio of road projects and an order book value of USD 1.6 billion. With successfully operational eight state highway projects and two national highway projects, client contributes to the development of the nation’s road network. The Smarten team successfully implemented an Smarten Business Intelligence solution for Toll Plaza Management in less than three weeks.

KPI 52
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What Is All The Fuss About Agile Software Development?

BizAcuity

Agility for any organization is the ability to stay alert and be prepared to act on any decision almost instantly. Agile software development is a collaborative process between and within project teams with an ingrained set of values and principles for software development. The end goal is to streamline software development and increase the ability of the organization to respond to change and deliver working software quickly.

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Meet an Advisor for Insurance AI Innovation: NVIDIA's Mark Bennett

Domino Data Lab

By Domino Data Lab

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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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The Royal Mint’s diversification means all change for IT and security

CIO Business Intelligence

It’s a new era for The Royal Mint, Britain’s oldest recognised company and the official maker of UK coins. Six months have passed since the death of Queen Elizabeth II, but that’s not all that’s changed at an institution established back in 886 AD. More recently, The Royal Mint has evolved its business model in the face of declining cash usage, from its core business of coins and metal manufacturing through to bullion trading, a new consumer business and jewellery line, as well as tentative step

IT 52
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Top 24 RPA tools available today

CIO Business Intelligence

Even the modern workplace can be boring and repetitive. Enter robotic process automation (RPA) : a smart set of tools that deploys AI and low-code options to simplify workflows and save everyone time while also adding safeguards that can prevent costly mistakes. What is RPA? Robotic process automation (RPA) is an application of technology, governed by business logic and structured inputs, aimed at automating business processes.