KDnuggets

JUNE 25, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter 10 FREE AI Tools That’ll Save You 10+ Hours a Week No tech skills needed.

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ProjectPro

JUNE 6, 2025

Organizations continue to reap benefits from serverless computing, says Datadog's report, The State of Serverless 2022. Text-to-Speech Conversion App This machine learning project aims to create a text-to-speech conversion app. The dataset includes widely popular YouTube videos (in CSV files). PREVIOUS NEXT <

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ProjectPro

JUNE 6, 2025

. ​​Imagine you're a data scientist working with massive amounts of data, and you need to train complex machine learning models that can take days or even weeks to complete. Consider the example of training a deep learning model on a large dataset. This is where Python Ray comes in.

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KDnuggets

JUNE 24, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Make Sense of a 10K+ Line GitHub Repos Without Reading the Code No time to read huge GitHub projects?

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ProjectPro

JUNE 6, 2025

RedShift Snowflake vs. BigQuery Snowflake vs. Databricks Snowflake Projects for Practice in 2022 Dive Deeper Into The Snowflake Architecture FAQs on Snowflake Architecture Snowflake Overview and Architecture With Data Explosion, acquiring, processing, and storing large or complicated datasets appears more challenging.

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ProjectPro

JUNE 6, 2025

Based on his extensive experience, we explore the key components of the NLP project life cycle, addressing data imbalance, comparing traditional Machine Learning(ML) models to GPT-based approaches, and much more. These platforms facilitate collaboration by allowing multiple annotators to work on the same dataset.

Project 52

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ProjectPro

JUNE 6, 2025

Python is one of the most extensively used programming languages for Data Analysis, Machine Learning , and data science tasks. Features of PySpark The PySpark Architecture Popular PySpark Libraries PySpark Projects to Practice in 2022 Wrapping Up FAQs Is PySpark easy to learn? How long does it take to learn PySpark?

Big Data 40

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Pinterest Engineering

FEBRUARY 3, 2025

Learned Retrieval) is a key candidate generator to retrieve highly personalized, engaging, and diverse content to fulfill various user intents and enable multiple actionability, such as Pin saving and shopping. arXiv preprint arXiv:2203.11014 (2022). [3] arXiv preprint arXiv:2102.07619 (2021). [2] 2] Zhang, Buyun, et al.

Machine Learning 62

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ProjectPro

JUNE 6, 2025

Top companies from Netflix and LinkedIn to Foursquare and AirBnB take advantage of the many benefits of Scala in reliably developing their platforms and integrating with state-of-the-art machine learning models. In machine learning, this is applicable in creating a dataset for time-series models like LSTM.

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ProjectPro

JUNE 6, 2025

Reason #2: Growing Importance of Cloud Computing It's expected that more people will continue to use machine learning (ML) and artificial intelligence (AI) in the cloud well beyond 2022. Additionally, about 50% of tech professionals think that AI and machine learning will significantly impact the adoption of cloud computing.

AWS 45

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ProjectPro

JUNE 6, 2025

This indicates a remarkable Compound Annual Growth Rate (CAGR) from 2022 to 2029, underscoring the increasing adoption of ETL tools across diverse sectors driven by the demand for streamlined data processing and management. DBUs represent the processing power needed for data processing and machine learning tasks.

ETL Tools 40

ETL Tools Data Engineering Data Engineer Data Lake 40

ProjectPro

JUNE 6, 2025

There are mainly three resume formats prevalent in 2022- Reverse chronological format Hybrid format Functional format. Keep in mind that a hiring manager prefers applicants who have experience building data pipelines using raw datasets rather than organized ones. What are the most suitable formats for a data engineer resume?

Data Engineering 40

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ProjectPro

JUNE 6, 2025

With such high demand and a lucrative salary, data engineering is one of the ideal career choices for ETL Developers in 2022. Machine Learning Machine learning helps speed up the processing of humongous data by identifying trends and patterns. The creation of predictive models involves machine learning.

Data Engineering 59

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ProjectPro

JUNE 6, 2025

Docker- One Stop Solution to “Works on My Machine” Problems Basics of Docker Top Benefits of Using Docker for Data Science Docker for Data Scientists Docker for Data Engineering Docker Project Ideas to Learn Docker for Data Science! What are the use cases for Docker in Data Science and Machine Learning?

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ProjectPro

JUNE 6, 2025

You will discover that more employers seek SQL than any machine learning skills , such as R or Python programming skills, on job portals like LinkedIn. According to the 2022 developer survey by Stack Overflow , Python is surpassed by SQL in popularity. data engineer, data scientist , data analyst, etc.)

Data Engineering 45

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ProjectPro

JUNE 6, 2025

Read this blog to know more about the core AWS big data services essential for data engineering and their implementations for various purposes, such as big data engineering , machine learning, data analytics, etc. Amazon Web Services, or AWS, remains among the Top cloud computing services platforms with a 34% market share as of 2022.

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ProjectPro

JUNE 6, 2025

Furthermore, big data analytics tools are increasingly adopting machine learning and artificial intelligence as they evolve. Extract significant insights hiding within large datasets to impact business decisions. Supports machine learning - The primary language for machine learning is Python.

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ProjectPro

JUNE 6, 2025

Scikit-learn is a well-documented and easy-to-use machine learning package leveraged by top tech companies like JP Morgan Chase, Spotify, Hugging Face, and many others. it functions as a high-level machine learning library that lets you quickly design and use a predictive data model to fit your data.

Machine Learning 40

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ProjectPro

JUNE 6, 2025

Recommended Reading: Data Analyst Salary 2022-Based on Different Factors Data Engineer Data engineers are responsible for developing, constructing, and managing data pipelines. Data Architect A data architect develops the systems and tools that data scientists, analysts, machine learning engineers, and artificial intelligence experts utilize.

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ProjectPro

JUNE 6, 2025

Data Migration Project Ideas to Practice in 2022 Enterprise Sales Data Migration Idea Finance Data Migration Project Idea Healthcare Admin Data Migration Project Idea Getting Started with Data Migration FAQs on Data Migration What is data migration example? For this project, you can use any e-commerce sales dataset (e.g.,

PostgreSQL 40

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ProjectPro

JUNE 6, 2025

According to McKinsey, 64% of AI projects did not continue past the pilot stage in 2021, and although Gartner reported this figure dropped to 46% in 2022, the failure rate in the global AI market is still significant. Tips on How to Create an AI Project Successfully Learn how to Build an AI with ProjectPro!

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JUNE 6, 2025

billion in 2022 to $104.95 Business intelligence OLAP is a powerful technology used in BI to perform complex analyses of large datasets. Advanced analytics capabilities, including machine learning, natural language processing, and predictive analytics. Why Should Big Data Experts Learn BI On Hadoop?

Hadoop 40

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JUNE 6, 2025

from 2022 to 2030. About 48% of companies now leverage AI to effectively manage and analyze large datasets, underscoring the technology's critical role in modern data utilization strategies. Traditional data analysis methods can be time-consuming, requiring manual effort to clean, process, and interpret large datasets.

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ProjectPro

JUNE 6, 2025

Ability to source large datasets from cloud servers. Data Scientist : For those who find implementing various algorithms on a dataset quite exciting, securing the job role of a data scientist can be your next target. Read our step-by-step guide on becoming a machine learning engineer to know more.

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ProjectPro

JUNE 6, 2025

According to the Global Data Report, the data analysis market size is expected to grow at a staggering Compound Annual Growth Rate (CAGR) of more than 13% from 2022-2027. Data Summarization Users can quickly obtain data summaries, which helps them understand the key characteristics and trends within large datasets. billion by 2030.

Data Analysis 40

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KDnuggets

JUNE 6, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter 5 Error Handling Patterns in Python (Beyond Try-Except) Stop letting errors crash your app.

Python 86

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ProjectPro

JUNE 6, 2025

Discover how Mixture of Experts (MoE) models use both the gating network and expert networks to dynamically route inputs, improving efficiency and scalability in modern deep learning architectures. But as deep learning and language model development grow increasingly resource-intensive, it’s no longer just about building bigger models.

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ProjectPro

JUNE 6, 2025

Since non-RDBMS are horizontally scalable, they can become more powerful and suitable for large or constantly changing datasets. Proficiency in machine learning is a requirement. In a dataset, an outlier is an observation that lies at an abnormal distance from the other values in a random sample from a particular data set.

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ProjectPro

JUNE 6, 2025

13 Top Careers in AI for 2025 From Machine Learning Engineers driving innovation to AI Product Managers shaping responsible tech, this section will help you discover various roles that will define the future of AI and Machine Learning in 2024. Enter the Machine Learning Engineer (MLE), the brain behind the magic.

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ProjectPro

JUNE 6, 2025

“Humans can typically create one or two good models a week; machine learning can create thousands of models a week.” In recent years, AI and Machine Learning have transformed the world, making it smarter and faster. We have put together the ideal artificial intelligence and machine learning path for you.

Machine Learning 40

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ProjectPro

JUNE 6, 2025

Explore Talend’s various data integration products, and architecture in-depth to become a Talend professional in 2022. As per the 2022 Gartner Magic Quadrant for Data Integration Tools report, Talend is considered the next-generation leader in cloud and data integration software. Talend ETL tool is your one-stop solution!

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ProjectPro

JUNE 6, 2025

The Global Knowledge 2022 IT Skills and Pay Survey indicates that certified professionals often have higher salaries than those without certifications. Can design, develop, and implement high-quality data processing systems and machine learning solutions. How long does it take to get a data engineer certification?

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ProjectPro

JUNE 6, 2025

Machine Learning and Deep Learning have experienced unusual tours from bust to boom from the last decade. But when it comes to large data sets, determining insights from them through deep learning algorithms and mining them becomes tricky. There are a lot of deep learning frameworks available.

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ProjectPro

JUNE 6, 2025

Here are five of the most recent data science take-home challenges on Kaggle that you must try in 2022. One way to help the investors is to give them a fair idea of the risks involved by predicting the returns using machine learning. Latest Data Science Take-Home Challenges That You Must Try!

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Data Science Medical Machine Learning Algorithm 40

Edureka

MARCH 6, 2025

This new era is defined by AI-led phishing schemes that are evolving into adversarial attacks on machine learning models. Advanced AI and Machine Learning Integration AI Techniques in Cybersecurity Reinforcement learning, NLP, and GANs are covered to detect malware and emerging threats.

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Consulting Certification Machine Learning Government 52

ProjectPro

JUNE 6, 2025

According to a March 2022 Nutatix Cloud Index report, cloud adoption in the healthcare sector is anticipated to surge from 27% to 51% during the next three years. The enormous amount of data produced in the health industry, most of which is unstructured and hard to access, is one of the industry's major challenges.

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Healthcare Medical Electronics Hospitality 40

ProjectPro

JUNE 6, 2025

That's where Keras for deep learning comes in. Keras deep learning framework is open-sourced and written in a python-based neural networks application programming interface (API) designed to implement deep learning and artificial neural networks. It is based on TensorFlow and used for machine learning model building.

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Deep Learning Project Python Datasets 40