The Pragmatic Engineer

OCTOBER 17, 2024

The historical dataset is over 20M records at the time of writing! We recently covered how CockroachDB joins the trend of moving from open source to proprietary and why Oxide decided to keep using it with self-support , regardless Web hosting:  Netlify : chosen thanks to their super smooth preview system with SSR support.

Cloud 326

Cloud AWS Metadata Cloud Computing 326

Data Engineering Weekly

MARCH 2, 2025

Annual Report: The State of Apache Airflow® 2025 DataOps on Apache Airflow® is powering the future of business – this report reviews responses from 5,000+ data practitioners to reveal how and what’s coming next. Data Council 2025 is set for April 22-24 in Oakland, CA. link] Mehdio: DuckDB goes distributed?

Data Engineering 62

Data Engineering Data Engineer Engineering Datasets 62

Data Engineering Weekly

NOVEMBER 24, 2024

Editor’s Note: Launching Data & Gen-AI courses in 2025 I can’t believe DEW will reach almost its 200th edition soon. We are planning many exciting product lines to trial and launch in 2025. Grab has enhanced its LLM-powered data classification system, Metasense, to improve accuracy and minimize manual workload.

Data Engineering 57

Data Engineering Data Engineer Engineering Insurance 57

Precisely

DECEMBER 18, 2024

2025 Outlook: Essential Data Integrity Insights Whats trending in trusted data and AI readiness for 2025? By verifying addresses at the point of entry, you can prevent errors from entering your system and ensure your data remains reliable. The results are in!

Data Solutions 58

Data Solutions Retail Datasets Food 58

Data Engineering Weekly

MARCH 16, 2025

Annual Report: The State of Apache Airflow® 2025 DataOps on Apache Airflow® is powering the future of business – this report reviews responses from 5,000+ data practitioners to reveal how and what’s coming next. Data Council 2025 is set for April 22-24 in Oakland, CA. What we learned?

Data Engineering 57

Data Engineering Data Engineer Engineering Amazon Web Services 57

Precisely

FEBRUARY 6, 2025

For IT operations (ITOps) teams, 2025 means reassessing technology stacks, processes, and people. Automation and AI are pushing organizations forward but the reality is that the core systems that run our business still exist. Delivering data from IBM systems on a delay to ITOps platforms is a recipe for service disruptions.

IT 63

IT Management Datasets Systems 63

Data Engineering Weekly

MARCH 30, 2025

Save Your Spot → Editor’s Note: Data Council 2025, Apr 22-24, Oakland, CA Data Council has always been one of my favorite events to connect with and learn from the data engineering community. Data Council 2025 is set for April 22-24 in Oakland, CA. We all bet on 2025 being the year of Agents.

Data Engineering 57

Data Engineering Data Engineer Engineering Pipeline-centric 57

Data Engineering Weekly

APRIL 13, 2025

Save Your Spot → Stanford HAI: AI Index 2025 - State of AI in 10 Charts Stanford gives an insight into AI adoption in the industry with the AI adoption. Despite minor performance trade-offs, Dataset’s benefits significantly enhance correctness, clarity, and long-term maintainability in robust data engineering practices.

Data Engineering 62

Data Engineering Data Engineer Engineering Datasets 62

RandomTrees

MARCH 10, 2025

Data Integration: Combine data from several sources, including as CRM systems, social media, and IoT devices, to generate a holistic perspective. Cloud-Based Solutions: Large datasets may be effectively stored and analysed using cloud platforms. AI and Machine Learning: Use AI-powered algorithms to improve accuracy and scalability.

Retail 52

Retail Data Governance Hospitality Banking 52

Cloudera

SEPTEMBER 18, 2020

Demand Forecasting – Companies must move beyond basic demand forecasting using only historical transaction data to leveraging real-time datasets and external consumer demand signals. Businesses should be looking to simulate conditions and “stress test” their systems to see what they’re capable of handling.

Manufacturing 84

Manufacturing Retail Datasets Machine Learning 84

Knowledge Hut

DECEMBER 26, 2023

According to the World Economic Forum, the amount of data generated per day will reach 463 exabytes (1 exabyte = 10 9 gigabytes) globally by the year 2025. These skills are essential to collect, clean, analyze, process and manage large amounts of data to find trends and patterns in the dataset. Data Analyst Scientist.

Data Science 97

Data Science BI Machine Learning Business Intelligence 97

Knowledge Hut

OCTOBER 4, 2023

If this trend continues to evolve, it will nearly double by 2025. Below are the Power BI requirements for the system. Supported operating system: Power BI program can be installed in a device with the following operations systems. What is Power BI? Here’s why you need to understand Power BI requirements.

BI 52

BI Systems Raw Data Data Preparation 52

Sync Computing

JANUARY 27, 2025

According to data from sources like Network World and, G2 the global datasphere is projected to expand from 33 zettabytes in 2018 to an astounding 175 zettabytes by 2025, reflecting a compound annual growth rate (CAGR) of 61%. For example, when processing a large dataset, you can add more EC2 worker nodes to speed up the task.

AWS 52

AWS Data Lake Machine Learning Big Data 52

Data Engineering Weekly

DECEMBER 16, 2024

Grab’s Metasense , Uber’s DataK9 , and Meta’s classification systems use AI to automatically categorize vast data sets, reducing manual efforts and improving accuracy. Similarly, Instacart engineered a hybrid retrieval system leveraging pgvector within PostgreSQL , striking a balance between precision and query coverage.

Data Engineering 62

Data Engineering Data Engineer Engineering Unstructured Data 62

Edureka

FEBRUARY 12, 2025

This lets them do things like get real-time information or process datasets that are specific to a topic. Flexibility and Modularity : The modular design of LangChain lets coders change how parts work, connect them to other systems, and try out different setups. Some important reasons are: 1. How does LangChain work?

IT 52

IT Database Google Cloud Coding 52

AltexSoft

OCTOBER 13, 2022

By 2025, generative AI will be producing 10 percent of all data (now it’s less than 1 percent) with 20 percent of all test data for consumer-facing use cases; By 2025, generative AI will be used by 50 percent of drug discovery and development initiatives; and. is compared to the expected output (y) from the training dataset.

Algorithm 90

Algorithm Deep Learning Machine Learning Datasets 90

Cloudera

NOVEMBER 18, 2021

With a continuously growing clientele, Carrefour looked to unify two legacy systems to help improve the customization of its customer offering and the scalability of its business. As documents are reviewed to further validate the extracted sentiment, feedback is cycled back into the system for continual improvement.

Banking 77

Banking Data Lake Telecommunication Data 77

Knowledge Hut

NOVEMBER 27, 2023

In 2020, this number grew to 59 ZB and was expected to reach a whopping 175 ZB in 2025. Data Science is how the modern world leverages data to answer questions with the help of advanced computational systems and extensions of statistical methods. These systems and methods can be applied to massive amounts of data.

Data Science 97

Data Science Healthcare Machine Learning Algorithm 97

Precisely

SEPTEMBER 11, 2023

By 2025, 80% of mainstream data quality vendors will expand their product capabilities to provide greater data insights by discovering patterns, trends, data relationships, and error resolution. Recommender systems: Utilize recommendations to accelerate development and achieve desired outcomes in various scenarios.

Metadata 52

Metadata Data Integration Datasets Data Analysis Tools 52

Cloudera

NOVEMBER 15, 2021

The International Data Corporation (IDC) estimates that by 2025 the sum of all data in the world will be in the order of 175 Zettabytes (one Zettabyte is 10^21 bytes). It aims to protect AI stakeholders from the effects of biased, compromised or skewed datasets. Quantifications of data. Data scrutiny.

Unstructured Data 90

Unstructured Data Pipeline-centric Database-centric Entertainment 90

Knowledge Hut

DECEMBER 26, 2023

A simple usage of Business Intelligence (BI) would be enough to analyze such datasets. They are required to have deep knowledge of distributed systems and computer science. They analyze datasets to find trends and patterns and report the results using visualization tools.

Data Engineering 98

Data Engineering Data Engineer Engineering Hadoop 98

Precisely

MAY 20, 2024

Data fabric and data mesh : As a result of the hybrid and multi-cloud adoption trend, businesses will need to determine the best way to weave different data sources from varying systems together – which places data fabric and data mesh in the spotlight. There’s no one-size-fits-all here.

Cloud Computing 63

Cloud Computing Cloud Data Integration Project 63

ThoughtSpot

MARCH 21, 2025

Recently, we announced the launch of Spotter, our AI Analyst, which brings AI-powered insights to every user, on any question, and any dataset. Organizations have unique use cases, datasets, and requirements. This is ThoughtSpot's answer to a growing market of AI agents , and its our vision to make AI the new BI.

Google Cloud 52

Google Cloud BI Portfolio Datasets 52

ProjectPro

SEPTEMBER 27, 2021

Most companies have already adopted AI solutions into their workflow, and the global AI market value is projected to reach $190 billion by 2025. Object detection systems are being used in a wide range of industries. They are being employed in surveillance cameras, self-driving cars, and image inspection systems.

Coding 52

Coding Project Datasets Retail 52

Striim

SEPTEMBER 4, 2024

zettabytes in 2020, and is projected to mushroom to over 180 zettabytes by 2025, according to Statista. Moreover, the concept of ‘online machine learning’ has emerged as a potential solution for organizations working with data that arrives in a continuous stream or when the dataset is too large to fit into memory. It reached 64.2

Machine Learning 52

Machine Learning Datasets Data Systems 52

ProjectPro

OCTOBER 28, 2021

If you think machine learning methods may not be of use to you, we reckon you reconsider that because, in May 2021, Gartner has revealed that about 70% of organisations will shift their focus from big to small and wide data by 2025. It simplifies complex problems by making probabilistic predictions for specific parameters in the dataset.

Machine Learning 52

Machine Learning Programming Language Datasets Python 52

ProjectPro

MARCH 17, 2021

billion by 2025, expanding at a CAGR of 42.8% Basically, traditional machine learning requires you to manually select features from the data and train the model to recognize patterns in data and make predictions on the new data that arrives within the machine learning system. respectively. What is Deep Learning?

Deep Learning 52

Deep Learning Machine Learning Algorithm Data Science 52

ProjectPro

JULY 21, 2021

As per the Future of Jobs Report released by the World Economic Forum in October 2020, humans and machines will be spending an equal amount of time on current tasks in the companies, by 2025. Method: The first step to start designing the Sentiment Analysis system would involve performing EDA over textual data.

Coding 52

Coding Project Deep Learning Algorithm 52

Precisely

SEPTEMBER 8, 2023

But in light of current macro trends and market conditions, adopting data governance systems that include automation is needed to achieve consistent, efficient results today, and lay the groundwork for sustainable growth going forward. Flawed data can be immensely harmful to an organization.

Data Governance 52

Data Governance Government Data Big Data 52

ProjectPro

AUGUST 5, 2021

dollars by 2025. Say , if you are intrigued by facial recognition systems and image generation, you can choose to work in the field of computer vision. Object Detection System 6. You can use the Resume Dataset available on Kaggle to build this model. Dataset: Kaggle Resume Dataset 2. Resume Parser 2.

Project 52

Project Datasets Deep Learning Machine Learning 52

Knowledge Hut

JULY 5, 2024

Hadoop and Spark: The cavalry arrived in the form of Hadoop and Spark, revolutionizing how we process and analyze large datasets. The World Economic Forum identifies data analysts and scientists as crucial roles, predicting a 15% increase in demand for such positions by 2025.

Data Engineering 52

Data Engineering Data Engineer Engineering Hadoop 52

Knowledge Hut

JANUARY 18, 2024

But here's the fascinating part - it's estimated that by 2025, a whopping 463 exabytes of data will be created globally every single day. Another report by IBM estimated that by 2025, there will be over 2.7 To put that into perspective, that's equivalent to 212,765,957 DVDs worth of data!

Data Analytics 52

Data Analytics Healthcare Machine Learning Algorithm 52

Knowledge Hut

OCTOBER 26, 2023

Over 95% of new digital workloads will be implemented on the cloud by 2025, according to Gartner's prediction. Content Recommendation System You can build a content recommendation system using Amazon SageMaker, a machine learning service offered by AWS. This dataset can be downloaded in two formats: Parquet and TAV.

AWS 52

AWS Coding Project Cloud Computing 52

Striim

OCTOBER 11, 2024

Change Data Capture (CDC) plays a key role here by capturing and streaming only the changes (inserts, updates, deletes) in real time, ensuring efficient data handling and up-to-date information across systems. These sources may range from databases, IoT devices, messaging systems, and log files. Why are Data Pipelines Significant?

Data Pipeline 52

Data Pipeline MongoDB Unstructured Data Data Lake 52

ProjectPro

JANUARY 20, 2022

According to the World Economic Forum's 2020 report, roughly 97 million new roles could arise by 2025 in the ai and machine learning industry. The ML engineer would be responsible for working on various Amazon projects, such as building a product recommendation system or, a retail price optimization system.

Machine Learning 52

Machine Learning Deep Learning Algorithm Programming Language 52

ProjectPro

FEBRUARY 1, 2022

As per the below statistics, worldwide data is expected to reach 181 zettabytes by 2025 Source: statists 2021 “Data is the new oil. Feature Engineering — Talk about the approach you took to select the essential features and how you derived new ones by adding more meaning to the dataset flow.

Data Science 52

Data Science Datasets Banking Machine Learning 52

ProjectPro

NOVEMBER 30, 2021

Everyone wants to leverage this technology to make their systems more reliable, robust, and therefore the best in the market. By 2025, 200+ zettabytes of data will be in cloud storage around the globe. Machine Learning can solve very complex problems; the face unlock system we have in our phones uses Machine Learning.

Data Mining 52

Data Mining Machine Learning Data Science Algorithm 52