Fri.Apr 19, 2024

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Ultimate Collection of 50 Free Courses for Mastering Data Science

KDnuggets

The collection includes free courses on Python, SQL, Data Analytics, Business Intelligence, Data Engineering, Machine Learning, Deep Learning, Generative AI, and MLOps.

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Data Analytics Suck! Worst Job Ever!

Confessions of a Data Guy

Being Data Analytics is a meat grinder, it’s the worst job ever. Horrible it is. It will crush you. The post Data Analytics Suck! Worst Job Ever! appeared first on Confessions of a Data Guy.

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Vector Databases in AI and LLM Use Cases

KDnuggets

Learn about Vectors and How Storing Data Can Be Used in LLM Applications.

Database 147
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DuckDB Out Of Memory – Has it been fixed?

Confessions of a Data Guy

Back in March, I did a writeup and experiment called DuckDB vs Polars, Thunderdom, 16GB on 4GB machine challenge. The idea was to see if the two tools could process “larger than memory” datasets with lazy execution. Polars worked fine, DuckDB failed in spectacular fashion. I also noted how many people had opened issues in […] The post DuckDB Out Of Memory – Has it been fixed?

IT 140
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Apache Airflow® Best Practices for ETL and ELT Pipelines

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

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10 Great Videos To Help You Learn Data Engineering

Seattle Data Guy

How data is structured, managed and processed will continue to grow in importance as the demand for AI and machine learning increase. It’s unavoidable that as businesses demand that their data teams implement AI, they will also realize that data engineers are a crucial piece of the data pipeline. That means, if you’re looking for… Read more The post 10 Great Videos To Help You Learn Data Engineering appeared first on Seattle Data Guy.

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Data News — Week 24.16

Christophe Blefari

easy ( credits ) Hey, new Friday, new Data News. This week, I feel like the selection is smaller than usual, so enjoy the links. I'm a bit late with the Recommendations emails, I'm sorry about that I got a few new leads as a freelancer I had to take in priority changing a bit my schedule. But don't worry it gonna be out soon. AI News 🤖 When do models get the same hype as 2007 iPhone release?

MySQL 130

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3 Best Practices for Bridging the Gap Between Engineers and Analysts

Towards Data Science

Assigning code owners, hiring analytics engineers, and creating flywheels Continue reading on Towards Data Science »

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Top 15+ IT Companies in India in 2024

Knowledge Hut

In 2024, the spending in the information technology sector across India was above 112.55 billion U.S. dollars. It was projected that in 2024, the IT spending of India would reach more than 124.6 billion dollars. The IT-BPM industry contributed about 7.5 percent to the GDP of the nation. The figures are sufficient to demonstrate the significant influence of IT services in India.

IT 98
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Automatisierung von SAP-Prozessen: Trends 2024

Precisely

SAP bietet einige der robustesten Unternehmenssoftwareprodukte auf dem Markt. Das ist natürlich sehr wichtig für jeden, der ein komplexes globales Unternehmen mit vielen “beweglichen Teilen” betreibt. SAP leistet hervorragende Arbeit bei der Bewältigung dieser Komplexität – aber die Pflege der Stammdaten, die rechtzeitige Aktualisierung der SAP-Informationen und die Aufrechterhaltung eines reibungslosen Ablaufs sind komplex.

Systems 52
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Forget IT; Think Business Led Data Governance Initiative

Hevo

About the Author Nicola Askham, also known as "The Data Governance Coach," has spent over a decade helping global organizations successfully implement data governance initiatives. In addition to coaching and consulting, she leads training courses to help people utilize data for solving problems and improving decision-making.

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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Building a Chatbot Using Prompt Engineering

Edureka

Embarking on the creation of AI persona chatbots opens up a thrilling and financially rewarding chapter in the realm of artificial intelligence chatbots. This innovative venture stands out because it normalizes the field of AI, removing the barrier of technical expertise. In other words, you don’t need to be a programmer or have any coding background to dive into this creative process of building a chatbot using prompt engineering.

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Presenting Hevo’s ELT Pipelines with Inflight Transformation

Hevo

The ELT process has modernized data pipelines, fastened your data loading speed, and facilitated efficient data analysis. However, there is still a delay in the analysis and the time to obtain reports and insights, as your analysts have to run a few additional data transformation jobs at the warehouse to clean and format the data.

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What Is Social Engineering in Cyber Security? – Types & How to Prevent

Edureka

Fundamentally, social engineering is not the same as a cyberattack. Rather, social engineering relies heavily on the psychology of convincing, attacking the mind like a classic with artists. The idea is to win targets over to the idea that you are trustworthy so they will let down their defenses and be more likely to engage in risky behavior, like disclosing personal information, opening potentially malicious attachments, or clicking on web links.

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Get Complete Control on Destination Schema with Custom Schema Mapper

Hevo

Hevo offers an automated schema mapper that eliminates the manual hassle of managing schema for your data team. However, there are use cases where your data team requires control over the destination schema. You want to load data to an existing table in your warehouse, or you could be following a data nomenclature or structure.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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How to Become a DevOps Architect?

Edureka

As the field of DevOps is gaining massive popularity due to its cross-functional efficiency, the role of DevOps Architect is gaining equal importance among aspiring professionals. Bridging the gap between the development and operations team, a DevOps Architect is responsible for establishing work pipelines and basic project architecture to provide a direction to a project.

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Are You Ready for the Data Quality Assessment?

Hevo

Niklas Lang is the founder and lead author of Data Basecamp, a machine learning blog that aims to offer easy explanations of data science and artificial intelligence. He uses the power of data to find growth opportunities and automate repetitive tasks.

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What is Midjourney AI?

Edureka

In the fast-changing world of artificial intelligence, a new tool called Midjourney has captured the attention of artists, designers, and anyone interested in creativity. This AI-driven image creation platform has quickly become popular because it allows users to turn their ideas into visually stunning pieces of art. By entering simple text descriptions, Midjourney uses powerful machine-learning technology to create realistic and highly detailed images.

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Alooma Alternatives: The Top 12 List You Need

Hevo

After being acquired by Google in early 2019, Alooma has removed support for data warehouses that are not part of the Google cloud. This has been beneficial for Google users, thus helping to focus more on the Analytics and business side — Thanks to its automation capabilities!

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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What is Large Language Models (LLM)? Explained

Edureka

Large Language Models (LLMs)! Have you ever wondered how machines understand and generate human-like text? LLMs, such as GPT-3 and BERT, are advanced AI systems trained on massive amounts of text data. They use complex algorithms to analyze patterns in language, allowing them to generate coherent and contextually relevant text. These models have revolutionized natural language processing, powering applications like language translation, sentiment analysis, and text generation.

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A Comprehensive Guide To Build a Successful DataOps Culture in Your Team

Hevo

About the Author Can Goktug Ozdem is the founder of Datrick. He is a data engineer with over nine years of experience in the field. He is a big fan of remote work and is passionate about bringing insights through data while traveling to different parts of the world.

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TokuDB to Redshift: 2 Easy Methods

Hevo

TokuDB displays high-performance and provides much higher storage capabilities, all without slowing down. Hence, organizations with a write-heavy load for their databases will be motivated to use TokuDB instead of the typical InnoDB engine for MySQL.

MySQL 52
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TokuDB to BigQuery: 2 Easy Methods

Hevo

Storing and querying massive datasets is a huge challenge especially if you lack the right hardware and infrastructure. Organizations of all sizes are looking to leverage the scale, simplicity, and security of deploying their data infrastructure on data warehouses. Google BigQuery is one such data warehouse that is tailored for analyzing data at scale.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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ETL vs Data Ingestion: 6 Critical Differences

Hevo

A fundamental requirement for any data-driven organization is to have a streamlined data delivery mechanism. With organizations collecting data at a rate like never before, devising data pipelines for adequate flow of information for analytics and Machine Learning tasks becomes crucial for businesses.