Thu.Feb 09, 2023

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End-to-End MLOps Architecture and Workflow

Analytics Vidhya

Introduction All the machine learning projects developed for the industrial business problem aim to develop and deploy them into production quickly. Thus, developing an automated ML pipeline becomes a challenge, which is why most ML projects fail to deliver on their expectations. However, the problem of automated ML pipelines can be addressed by bringing the […] The post End-to-End MLOps Architecture and Workflow appeared first on Analytics Vidhya.

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Uncover The Power Of White Label Dashboards & Reports With Key Features And Examples 

datapine

Table of Contents 1) What Are White Label Reports? 2) Benefits Of White Label Reports 3) Key White Label Reporting Features 4) White Label Dashboards & Report Examples In today’s competitive business environment, building a brand that is trusted, recognizable, and loved by many is not an easy task. It is not enough to just provide a good product or service to clients anymore, it is about offering personalized experiences that will set your company apart from competitors.

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Top Rarely Used Pandas Function In 2023 One Should Know

Analytics Vidhya

Introduction When it comes to data preparation using Python, the term which comes to our mind is Pandas. No, not the one whom you see happily munching away on bamboo and lazily somersaulting. Well, a library for prepping up the data for further analysis. Be it finding out which columns need to be removed or which […] The post Top Rarely Used Pandas Function In 2023 One Should Know appeared first on Analytics Vidhya.

Analytics 301
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Coaching IT pros for leadership roles

CIO Business Intelligence

When you’ve spent your career mastering complex technologies, stepping into a leadership role might not be the first item on your wish list. As a CIO, you’ve already made this transition. But how do you prepare others on your team for this next career step? This is one of the more challenging steps in any IT career. It requires you to hesitate when you know the answer, let others make mistakes, and convince someone who has spent decades getting to the apex of a technical skillset to let it go an

IT 126
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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 Data Scientists Should Adopt Machine Learning Pipelines?

Analytics Vidhya

Introduction Data Scientists have an important role in the modern machine-learning world. Leveraging ML pipelines can save them time, money, and effort and ensure that their models make accurate predictions and insights. This blog will look at the value ML pipelines bring to data science projects and discuss why they should be adopted. Data scientists […] The post Why Data Scientists Should Adopt Machine Learning Pipelines?

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Regulation: Hurdle or Driver for Data Analytics in Financial Services

Teradata

In the aftermath of the 2008 financial crash, service providers have been subject to increasing rules & requirements. To what extent has this climate held back advances in data analytics?

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Python Function Arguments: A Definitive Guide

KDnuggets

Learn all about positional and keyword arguments, default and variable number of arguments in Python functions.

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A step-by-step guide to setting up a data governance program

IBM Big Data Hub

In our last blog , we delved into the seven most prevalent data challenges that can be addressed with effective data governance. Today we will share our approach to developing a data governance program to drive data transformation and fuel a data-driven culture. Data governance is a crucial aspect of managing an organization’s data assets. The primary goal of any data governance program is to deliver against prioritized business objectives and unlock the value of your data across your org

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Job Notifications in SQL Stream Builder

Cloudera

Special co-author credits: Adam Andras Toth, S oftware Engineer Intern With enterprises’ needs for data analytics and processing getting more complex by the day, Cloudera aims to keep up with these needs, offering constantly evolving, cutting-edge solutions to all your data related problems. Cloudera Stream Processing aims to take real-time data analytics to the next level.

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Qdrant: Open-Source Vector Search Engine with Managed Cloud Platform

KDnuggets

Qdrant open-source vector similarity search engine is now available in the cloud. The cloud platform for Qdrant offers business users cost-efficient, fully managed service in addition to powerful features of their open-source vector search database.

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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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Synchronize your Salesforce and Snowflake data to speed up your time to insight with Amazon AppFlow

AWS Big Data

This post was co-written with Amit Shah, Principal Consultant at Atos. Customers across industries seek meaningful insights from the data captured in their Customer Relationship Management (CRM) systems. To achieve this, they combine their CRM data with a wealth of information already available in their data warehouse, enterprise systems, or other software as a service (SaaS) applications.

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Building a Recommender System for Amazon Products with Python

KDnuggets

I built a recommender system for Amazon’s electronics category.

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Why business leaders need to make the data analytics process their priority?

Aryng

In digital transformation, the most challenging thing to do is scale. That’s where data analytics process comes in. According to a McKinsey survey*, fewer than 28% successfully scale and achieve full business impact. About 14% stall in their pilot phase, and 44% stall during scaling. Among the top reasons cited were the failure to plan for and drive adoption and the failure […] The post Why business leaders need to make the data analytics process their priority?

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Investment Intelligence: Leveraging a Knowledge Graph to Create a Competitive Advantage

Ontotext

In the world of investment banking , knowledge is everything. Firms must prove to clients that they know the markets better than anyone else, that they have unique insights to share, and that they can make valuable and original recommendations. In this competitive environment an enterprise knowledge graph can serve as a secret weapon. In this article I will show how a knowledge graph can help organizations create trust in their expertise, deliver sharper analyses, and identify better opportuniti

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Data and your transition to net zero

Data Insight

The move towards net zero carbon emissions has become a top priority for businesses around the world. With stricter climate-related legislation and the increasing demand for environmentally responsible actions, an organisation's carbon footprint has a direct impact on its ability to attract and retain customers. As the frequency of extreme weather events only continues to raise public awareness of climate change, we are seeing the importance of sustainability gaining more attention in the corpor

IT 52
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Effective File Feed Monitoring Is Essential for Smooth Business Operations

CIO Business Intelligence

Companies’ core systems, business applications, and hosting environments all depend on the integrity of the file feeds they process — no matter the industry. When enterprises don’t effectively monitor their file feeds, damaged files can go undetected, and serious business consequences can — and do — occur. This was the case for the U.S. Federal Aviation Administration (FAA) during the crucial winter holiday season of 2022.

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The need for speed

Jedox

Businesses today are being empowered by artificial intelligence (AI) to grow in ways that they could only dream of just a few years prior. The data on increasing use of AI demonstrates that turning to such automated solutions is, arguably, the equivalent of taking your vitamins – those making the strongest impact have already begun investing in a complete digital transformation journey.

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What Is Financial Reporting? And Why It Is So Important?

FineReport

The importance of financial reporting cannot be overstated. It provides a clear picture of a company’s financial health and helps stakeholders assess its potential for growth and profitability. Financial reporting also helps companies comply with legal and regulatory requirements, such as tax laws, accounting standards, and securities regulations.

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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The Power of an Effective Data Strategy

Data Insight

An essential tool to improve your bottom line and drive growth.

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The Importance of Data Lineage Tools in Data Governance

Octopai

Trying to manage data governance without a comprehensive data lineage solution can leave you feeling like your data keeps running away. It’s not easy to keep up with data and metadata on the move. A comprehensive data lineage tool is the secret weapon of successful data governance managers and data stewards. Let’s take a look at four major areas where data lineage will improve your performance a hundredfold if you are in data governance.

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Unifying Multi-Cloud Operations to Tackle Complexity and Control Cost

CIO Business Intelligence

Over the last decade, many organizations have turned to cloud technologies on their journey to become a digital business. The advantages of multi-cloud are well-documented: efficiency, flexibility, speed, agility, and more. Yet without consistent, comprehensive management across all clouds – private, hybrid, public, and even edge – the intended benefits of multi-cloud adoption may backfire.