Fri.Sep 09, 2022

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Everything You’ve Ever Wanted to Know About Machine Learning

KDnuggets

Putting the fun in fundamentals! A collection of short videos to amuse beginners and experts alike.

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How to analyze and resolve data pipeline incidents in Databand

Databand.ai

How to analyze and resolve data pipeline incidents in Databand Niv Sluzki 2022-09-09 13:00:12 A data pipeline failure can cripple your downstream data flows. Whether it failed to start or quit unexpectedly, you need to know immediately if there is a pipeline incident. In this blog, we’re going to walk through how to analyze a failed Airflow pipeline and pinpoint the root cause of your data incidents.

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All About Collections in Python

KDnuggets

In this tutorial, we would be exploring different types of containers implemented by the collections module.

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Effective Ways To Draft A Surefire Sales Strategy For A Business

U-Next

Introduction . Willing to know how to leverage the sales strategy program for your own business? Whether a business is involved in a B2B sales strategy, an inbound or outbound strategy, a small to medium business (SMB), or an enterprise, a reliable source of revenue is essential for the company to survive. A reliable revenue stream is achieved by aligning specific sales activities with solid, thoughtful, and data-supported objectives that are in line with the company’s long-term goals.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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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How To Tackle 3 Common Machine Learning Challenges

KDnuggets

As you begin developing your ML models, here are the common challenges you might encounter during your project.

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Asking the Experts: 3 Reasons for Data Pros to Attend Current 2022

Confluent

Data streaming, analytics, and integration are at the backbone of every real-time application. Here are 3 reasons to attend Current this Oct. 2022.

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The Modern Data Lakehouse: An Architectural Innovation

Cloudera

The promise of a modern data lakehouse architecture. Imagine having self-service access to all business data, anywhere it may be, and being able to explore it all at once. Imagine quickly answering burning business questions nearly instantly, without waiting for data to be found, shared, and ingested. Imagine independently discovering rich new business insights from both structured and unstructured data working together, without having to beg for data sets to be made available.

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Data Science Prerequisites 2022: Skills Required

U-Next

Introduction . One of the most popular and rapidly expanding tech career paths is Data Science. Due to the high demand for the position, many professionals and recent graduates are attempting to enter it to fill the talent gap and establish successful careers. . Making judgments and predictions via Machine Learning, prescriptive analytics, and predictive causal analysis is the major application of Data Science.

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JVM Architecture Explained

U-Next

Introduction – What Is Java Virtual Machine In Java? . Java Virtual Machine (JVM) is the virtual machine that runs the Java bytecodes. It is a software implementation of a computer that executes a computer program. JVM is platform-independent. That means a bytecode compiled on one platform can run on any other platform, provided it has a JVM.

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Do Business Analytics And Automation Go Hand In Hand?

U-Next

Introduction . Will AI and Machine Learning replace the human brain shortly? It’s more likely going to be a collaborative job. Big data and analytics are bringing many challenges to the world. Thus, Business Analysts are using advanced technologies with their business knowledge to resolve business problems. . Automation in Business Analytics may benefit the workforce rather than replace it.

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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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How Difficult Is It To Get Into Product Management With Zero Prior Experience?

U-Next

Introduction . Working as a product manager with no experience can be a little tricky. How can you get the experience that the companies require if no one ever gives you your first chance? It’s a frustrating and ambiguous issue that many people in all professions encounter when looking for work. However, there are ways to get that first product job. .

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Product Manager Detailed Role Description And Industry Best Practices

U-Next

Introduction . We all know that a Product Manager is one of the well-reputed, in-demand, and high-paying jobs in today’s world. However, the Product Manager’s detailed role description s are not always well-defined despite being a vital position in a company. Many of us know basic details, such as Product Manager salary range, skills, etc., but are unaware of real-life work experience.

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How to Leverage Business Analytics for Sound Marketing Strategies

U-Next

Introduction To Business Analytics . Business Analytics analyses data to build mathematical models that aid organizations’ decision-making process and assist them in achieving their objectives. There is a wide range of information available for organizations to use, but the data they select and the reasons they use it differ by industry. In the rapidly evolving marketplace of today, data is a significant resource.

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Who Is Business Analyst, and How Will Demand Change in 2022?

U-Next

Introduction . If you are interested in becoming a Business Analyst , you may have a lot of questions like “ what does a Business Analyst do ” and why Business Analyst jobs are becoming a trend these days. . The importance of data and data-driven decisions is causing businesses to realize the need for Business Analysts, which in turn is creating an ocean of jobs in 2022.

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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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How Apache Hadoop is Useful For Managing Big Data

U-Next

Introduction . “Hadoop” is an acronym that stands for High Availability Distributed Object Oriented Platform. That is precisely what Hadoop technology provides developers with high availability through the parallel distribution of object-oriented tasks. The platform distributes Hadoop large data and analytics operations among computer cluster nodes, breaking them down into smaller workloads that may be handled in parallel.

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