Knowledge Hut

MAY 3, 2024

In this article, I'd like to outline the fundamental principles for enhancing the quality of your model and, as a result, avoid underfitting and overfitting on a specific example. It is challenging to accurately discuss this problem because it is highly generic and can affect any method or model.

Machine Learning 52

Machine Learning Datasets Algorithm Data Science 52

Knowledge Hut

JANUARY 18, 2024

Data Science has risen to become one of the world's topmost emerging multidisciplinary approaches in technology. Recruiters are hunting for people with data science knowledge and skills these days. Data Scientists collect, analyze, and interpret large amounts of data. Look out for upgrades on analytical techniques.

Data Science 98

Data Science Business Analyst ETL Method Data Architect 98

Knowledge Hut

MAY 9, 2024

Data Science, with its interdisciplinary approach, combines statistics, computer science, and domain knowledge and has opened up a world of exciting and lucrative career opportunities for professionals with the right skills and expertise. The market is flooding with the highest paying data science jobs. What is Data Science?

Data Science 52

Data Science Data Mining Data Architect Programming Language 52

Knowledge Hut

MARCH 19, 2024

Machine Learning Software Engineers are at the forefront of this revolution, applying their expertise to develop intelligent systems and algorithms. In this blog, I will describe the role of a Machine Learning Software Engineer, their responsibilities, required skills, and the path to becoming one.

Software Engineer 52

Software Engineer Software Engineering Machine Learning Engineering 52

Netflix Tech

DECEMBER 14, 2023

Engineers from across the company came together to share best practices on everything from Data Processing Patterns to Building Reliable Data Pipelines. The result was a series of talks which we are now sharing with the rest of the Data Engineering community!

Data Engineering 103

Data Engineering Data Engineer Engineering Metadata 103

Knowledge Hut

DECEMBER 22, 2023

AI Engineer AI Engineers play a crucial role in bringing artificial intelligence projects to life. They design, develop, and implement AI applications and models, creating the infrastructure needed for AI systems to function effectively. AI Research Scientist AI Research Scientists investigate new AI techniques and applications.

Amazon Web Services 98

Amazon Web Services Computer Science Algorithm Programming Language 98

Data Engineering Weekly

FEBRUARY 4, 2024

RudderStack is the Warehouse Native CDP, built to help data teams deliver value across the entire data activation lifecycle, from collection to unification and activation. Joe Reis: Definition of Data Modeling & What Data Modeling Is not Joe raised a very fundamental question in data engineering.

Data Engineering 62

Data Engineering Data Engineer Engineering PostgreSQL 62

Knowledge Hut

MARCH 29, 2024

If you want to broaden your knowledge in software development, I recommend enrolling in Software Engineer Bootcamp training to advance your skills further. Decision Making: Data is gathered through estimation, which helps decision-making at different project stages. What are the Different Software Development Estimation Techniques?

Process 52

Process Software Engineer Software Engineering Project 52

Engineering at Meta

JANUARY 18, 2024

At Meta, the quest for faster model training has yielded an exciting milestone: the adoption of Lazy Imports and the Python Cinder runtime. The milliseconds it takes for an ML model to transition from conceptualization to processing the initial training data can dramatically impact productivity and experimentation. The outcome?

Machine Learning 82

Machine Learning Python Coding Education 82

Christophe Blefari

MAY 6, 2023

It's wedding weekend (as you'll probably read it, congrats) ( credits ) Hey you, this is a Saturday edition of the Data News. Also next week I'll publish my first podcast episode ever that I've recorded with Joe Reis—the co-author of the famous Fundamental of Data Engineering. Meta ones).

Programming Language 100

Programming Language Data Python Data Warehouse 100

Knowledge Hut

JANUARY 11, 2024

Data science has become popular in the last few years due to its successful application in making business decisions. Data scientists have been using data science techniques to solve challenging real-world issues in healthcare, agriculture, manufacturing, automotive, and many more.

Data Science 98

Data Science Transportation Hospitality Banking 98

Data Engineering Weekly

MARCH 24, 2024

link] Kai Waehner: The Data Streaming Landscape 2024 This is a comprehensive overview of the state of the data streaming landscape in 2024. link] Kai Waehner: The Data Streaming Landscape 2024 This is a comprehensive overview of the state of the data streaming landscape in 2024.

Data Engineering 62

Data Engineering Data Engineer Engineering Metadata 62

Knowledge Hut

FEBRUARY 1, 2024

Every time someone uses the internet, more data is added. We need assistance from various Data Science methodologies to make sense of this enormous amount of data and use it for the company's objectives, etc. Data science for eCommerce has been one of the most impactful technologies in recent years.

Data Science 96

Data Science Retail Algorithm Manufacturing 96

Knowledge Hut

JULY 4, 2023

Pattern recognition is a field of computer science that deals with the automatic identification of patterns in data. This can be done by finding regularities in the data, such as correlations or trends, or by identifying specific features in the data. What are Patterns in Terms of Data?

Machine Learning 98

Machine Learning Medical Algorithm Deep Learning 98

Data Engineering Weekly

MARCH 17, 2024

Stephanie Kirmer: Uncovering the EU AI Act Large language models have taken the world by storm, and every country is trying to evaluate its potential impact. The author explores the evolving landscape of data product standards, highlighting the necessity for unified standards to ensure interoperability and manage the data economy effectively.

Data Engineering 70

Data Engineering Data Engineer Engineering Data Governance 70

Data Engineering Weekly

MARCH 3, 2024

RudderStack is the Warehouse Native CDP, built to help data teams deliver value across the entire data activation lifecycle, from collection to unification and activation. Editor’s Note: Chennai, India Meetup - March-08 Update We are thankful to Ideas2IT to host our first Data Hero’s meetup.

Data Engineering 67

Data Engineering Data Engineer Pipeline-centric Engineering 67

DareData

MARCH 5, 2024

At DareData Engineering, we believe in a human-centric approach, where AI agents work together with humans to achieve faster and more efficient results. Key to its functionality is the implementation of Retrieval Augmented Generation (RAG) techniques, enabling the chatbot to sift through vast corpora of articles with precision.

Database-centric 52

Database-centric Telecommunication SQL Unstructured Data 52

Striim

FEBRUARY 26, 2024

Just like a tall building needs a strong plan and base, successful AI requires good data models. So how do we create these models for complex algorithms and systems? Organizing, storing, and accessing data is important for AI. Techniques like correlation analysis and feature importance scores guide this crucial step.

Data Cleanse 52

Data Cleanse Business Intelligence Data Data Integration 52

Knowledge Hut

MAY 2, 2024

As per Apache, “ Apache Spark is a unified analytics engine for large-scale data processing ” Spark is a cluster computing framework, somewhat similar to MapReduce but has a lot more capabilities, features, speed and provides APIs for developers in many languages like Scala, Python, Java and R.

Scala 52

Scala Hospitality Healthcare Retail 52

Knowledge Hut

JANUARY 18, 2024

As a business analyst, my role involves spotting trends, patterns, and problems that might otherwise go unnoticed, helping organizations make the most out of the data they collect. As a successful business analyst, I've become familiar with these methods, strategies, and techniques, enabling me to contribute effectively to any project.

Business Analyst 93

Business Analyst Certification Education Designing 93

Knowledge Hut

MARCH 28, 2024

Data science has become one of the most trending fields today. Data engineering is one of them. According to AnalytixLabs , the data science market is expected to be worth USD 230.80 This demonstrates the increasing need for Microsoft Certified Data Engineers. That’s where data engineers are on the go.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Warehouse 52

Towards Data Science

OCTOBER 25, 2023

Not too long ago, almost all data architectures and data team structures followed a centralized approach. As a data or analytics engineer, you knew where to find all the transformation logic and models because they were all in the same codebase. There was only one data team, two at most.

Data Pipeline 82

Data Pipeline SQL Data Architecture Data 82

Knowledge Hut

MARCH 27, 2024

So long as they have access to a few brief notes, it becomes easy for students to review and go over the fundamental ideas and techniques. An algorithm design cheat sheet is a useful tool for engineers and machine learning specialists to prepare for managing algorithm design chores. This aids in improving conceptual understanding.

Machine Learning 52

Machine Learning Deep Learning Algorithm Certification 52

Knowledge Hut

DECEMBER 26, 2023

Data science is a field of study that works with large amounts of facts and uses splitting tools and methods to uncover hidden patterns, extract useful data, and make business choices. Data scientists use complex machine learning techniques to develop prediction models. Why Should You Learn Data Science?

Data Science 98

Data Science Programming Language Deep Learning Machine Learning 98

Pinterest Engineering

SEPTEMBER 20, 2023

ML Engineer & Inclusive AI Tech Lead; Bhawna Juneja | Sr. Machine Learning Engineer; Rohan Mahadev | Machine Learning Engineer II; Sujay Khandagale | Machine Learning Engineer II; Abhay Varmaraja | Machine Learning Engineer II Pinterest’s mission as a company is to bring everyone the inspiration to create a life they love.

Building 85

Building Pipeline-centric Machine Learning Datasets 85

Knowledge Hut

NOVEMBER 17, 2023

Imagine you are training a machine learning model to classify images of cats. What if your model encounters a cat in the wild that’s sitting in a strange position or has a different fur color than anything in your dataset? So, excited enough to learn how to make your machine-learning models smarter and more robust?

Datasets 52

Datasets Machine Learning Deep Learning Data 52

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. Thus, almost every organization has access to large volumes of rich data and needs “experts” who can generate insights from this rich data.

Data Science 97

Data Science BI Business Intelligence Data Mining 97

Scott Logic

APRIL 11, 2023

Recursive task decomposition September 2021 One of the big constraints of the GPT series of models is the size of the input. This restriction varies by model but a reasonable guide would be hundreds of words. The paper introduces a technique called recursive task decomposition that can be used to workaround this restriction.

Datasets 99

Datasets Architecture Process Accessible 99

Data Engineering Weekly

FEBRUARY 18, 2024

RudderStack is the Warehouse Native CDP, built to help data teams deliver value across the entire data activation lifecycle, from collection to unification and activation. Our hope is only with the amazing community of data practitioners who constantly support us. We are so over the Big Data Era to Modern Data Stack.

Data Engineering 62

Data Engineering Data Engineer Engineering Data 62

Monte Carlo

FEBRUARY 27, 2024

If you’re a data engineer experiencing GenAI-induced whiplash, you’re not alone. On one hand, everyone’s talking about whether GenAI’s not-insignificant data engineering skills are going to automate away their jobs. They need robust data pipelines, high-quality data, well-guarded privacy, and cost-effective scalability.

Data Engineering 59

Data Engineering Data Engineer Engineering High Quality Data 59

Knowledge Hut

MARCH 19, 2024

After completing computer science studies, data science has become a popular career choice for graduates. However, some people in the sector may wonder how to get from data science to software engineering. Data scientists frequently switch to machine learning engineering positions. What Does a Software Engineer Do?

Software Engineer 52

Software Engineer Software Engineering Engineering IT 52

Knowledge Hut

NOVEMBER 30, 2023

Are you interested in knowing how to become a data scientist with no experience  but not sure how to go about it? Here you will learn how to get your first data science job. To get a data science job without prior experience, you can first pursue o n line courses in Data Science. How to get a job as a data scientist ?

Data Science 98

Data Science Portfolio Programming Language Programming 98

Knowledge Hut

JANUARY 29, 2024

Some techniques add to the development of technology in the business sectors, including Data Science and Cloud Computing, essential aspects of the technology industry. With the help of data science, one can gather all the critical analyses from vast chunks of data stored in clouds.

Cloud Computing 98

Cloud Computing Data Science Cloud Amazon Web Services 98

Knowledge Hut

JANUARY 18, 2024

Speaking of job vacancies, the two careers have high demands till date and in upcoming years are Data Scientist and a Software Engineer. Per the BLS, the expected growth rate of job vacancies for data scientists and software engineers is around 22% by 2030. What is Data Science? Get data and analyze the problem.

Software Engineer 97

Software Engineer Software Engineering Data Science Engineering 97

Knowledge Hut

OCTOBER 27, 2023

One can find examples of six sigma projects throughout various industries in compliance with the model. Examples of Lean Six Sigma projects show that the model is valid and widely used. In the financial industry, Six Sigma projects involve developing more accurate risk models for credit card fraud. What is a Six Sigma Project?

Project 98

Project Entertainment Manufacturing Healthcare 98

Knowledge Hut

JULY 7, 2023

Software engineering, in general, is a dynamic and rapidly changing field that demands a thorough understanding of concepts related to programming, computer science, and mathematics. Working on software engineering research topics is an important part of staying relevant in the field of software engineering.

Software Engineer 52

Software Engineer Software Engineering Engineering Data Mining 52

Edureka

APRIL 24, 2024

Generative AI models reshape the boundaries of creativity and functionality in technology, mimicking human-like inventive abilities with progressive tools and algorithms. trillion by 2032, it is essential to learn gen AI capabilities from creating an AI model to data augmentation.

Entertainment 40

Entertainment Healthcare Pharmaceutical Datasets 40