#data-science

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#python

The State of Data Science 2024: 6 Key Data Science Trends | The PyCharm Blog

Python usage in data analysis and machine learning is declining, indicating changing trends in data science.

Announcing the new Python Data Science Extension Pack for VS Code - Python

The new Python Data Science Extension Pack simplifies data science tasks in Visual Studio Code, covering everything from data preparation to machine learning.

Anaconda Toolbox for Excel and more with Peter Wang

Peter Wang discusses the Anaconda Toolbox for Excel and its impact on Python's role in data science.

Introduction to Web Scraping With Python - Real Python

Web scraping is critical for extracting data from the web, aiding various fields like data science and investigative reporting.

Python has overtaken JavaScript on GitHub

Python has surpassed JavaScript on GitHub, indicating a rise in data science and AI.
Developers are increasingly integrating AI into applications, not being replaced by it.

Beginning your career in python programming

Python offers versatility and is in high demand across various fields.
Begin by installing Python and setting up an IDE for development.
Explore advanced topics like OOP, File I/O, and Python's standard library for enhanced programming skills.
Practice coding regularly on platforms like LeetCode and HackerRank to improve proficiency.

The State of Data Science 2024: 6 Key Data Science Trends | The PyCharm Blog

Python usage in data analysis and machine learning is declining, indicating changing trends in data science.

Announcing the new Python Data Science Extension Pack for VS Code - Python

The new Python Data Science Extension Pack simplifies data science tasks in Visual Studio Code, covering everything from data preparation to machine learning.

Anaconda Toolbox for Excel and more with Peter Wang

Peter Wang discusses the Anaconda Toolbox for Excel and its impact on Python's role in data science.

Introduction to Web Scraping With Python - Real Python

Web scraping is critical for extracting data from the web, aiding various fields like data science and investigative reporting.

Python has overtaken JavaScript on GitHub

Python has surpassed JavaScript on GitHub, indicating a rise in data science and AI.
Developers are increasingly integrating AI into applications, not being replaced by it.

Beginning your career in python programming

Python offers versatility and is in high demand across various fields.
Begin by installing Python and setting up an IDE for development.
Explore advanced topics like OOP, File I/O, and Python's standard library for enhanced programming skills.
Practice coding regularly on platforms like LeetCode and HackerRank to improve proficiency.
morepython
#data-analysis

Where To Get Data for Your Data Science Projects | The PyCharm Blog

Identifying and using 'good data' is essential for successful data science projects, emphasizing relevance, consistency, and timeliness.

Using Polars in Rust for high-performance data analysis - LogRocket Blog

Using Rust and Polars, build a REST API for data analysis on large datasets.

What is telemetry?

Telemetry integrates diverse disciplines to collect, transmit, and analyze data effectively.

Where To Get Data for Your Data Science Projects | The PyCharm Blog

Identifying and using 'good data' is essential for successful data science projects, emphasizing relevance, consistency, and timeliness.

Using Polars in Rust for high-performance data analysis - LogRocket Blog

Using Rust and Polars, build a REST API for data analysis on large datasets.

What is telemetry?

Telemetry integrates diverse disciplines to collect, transmit, and analyze data effectively.
moredata-analysis

Walmart is turning to data science to improve its delivery game

Walmart's new data-driven delivery model enhances service to 12 million additional households by refining logistical catchment areas around stores.
#devops

Data-Driven Feedback Loops: How DevOps and Data Science Inform Product Iterations - DevOps.com

Continuous improvement in product development is essential, driven by data-driven feedback loops.

New Course: Object Oriented Programming Theory with Python

The course aims to advance participants' Python programming skills through a focus on object-oriented features.

Data-Driven Feedback Loops: How DevOps and Data Science Inform Product Iterations - DevOps.com

Continuous improvement in product development is essential, driven by data-driven feedback loops.

New Course: Object Oriented Programming Theory with Python

The course aims to advance participants' Python programming skills through a focus on object-oriented features.
moredevops

Go From Excel Novice to Data Science Pro With This Training Pack | Entrepreneur

The Complete Excel, VBA, and Data Science course bundle transforms spreadsheet tasks into advanced data management and analysis, offering comprehensive learning for just $44.97.

Fortune's 2024 ranking of the best in-person master's programs in data science is here. This is how we scored each school.

Data science is rapidly growing and offers lucrative salary opportunities, especially for entry-level positions.
#artificial-intelligence

Can AI really compete with human data scientists? OpenAI's new benchmark puts it to the test

OpenAI's MLE-bench evaluates AI in machine learning engineering through Kaggle data science competitions, revealing both advances and limitations in AI technology.

Why AI might be a game-changer for Africa

Adekanmbi transitioned from corporate success in telecommunications to founding Data Science Nigeria, focusing on leveraging AI for societal benefit in Africa.

How data scientist Rebecca Portnoff is pushing AI companies to tackle child abuse head on

Portnoff transitioned from studying computer science to combating child exploitation using technology, recognizing the dual role tech plays in such issues.

AI has a stupid secret: we're still not sure how to test for human levels of intelligence

Scale AI and CAIS have launched a challenge to evaluate large language models with a public question submission initiative.

How close are we to an accurate AI fake news detector?

AI tools are evolving to detect fake news by integrating insights from behavioral and neuroscience.

American College of Radiology Launches AI Quality Registry for Improved Imaging Insights

The ACR introduced a new initiative for better AI adoption and monitoring in radiology.

Can AI really compete with human data scientists? OpenAI's new benchmark puts it to the test

OpenAI's MLE-bench evaluates AI in machine learning engineering through Kaggle data science competitions, revealing both advances and limitations in AI technology.

Why AI might be a game-changer for Africa

Adekanmbi transitioned from corporate success in telecommunications to founding Data Science Nigeria, focusing on leveraging AI for societal benefit in Africa.

How data scientist Rebecca Portnoff is pushing AI companies to tackle child abuse head on

Portnoff transitioned from studying computer science to combating child exploitation using technology, recognizing the dual role tech plays in such issues.

AI has a stupid secret: we're still not sure how to test for human levels of intelligence

Scale AI and CAIS have launched a challenge to evaluate large language models with a public question submission initiative.

How close are we to an accurate AI fake news detector?

AI tools are evolving to detect fake news by integrating insights from behavioral and neuroscience.

American College of Radiology Launches AI Quality Registry for Improved Imaging Insights

The ACR introduced a new initiative for better AI adoption and monitoring in radiology.
moreartificial-intelligence

Coastal populations are booming, accelerating human and environmental risks

Coastal populations are rapidly expanding, with 15% of the global population living within 10 kilometers of the shore.
#data-visualization

Top 10 Data Visualization Techniques to Make Your Analysis Stand Out

Data visualization is crucial for effective communication and analysis in data science.

PyCharm's Interactive Tables for Data Science | The PyCharm Blog

PyCharm enhances productivity in data preparation through interactive tables for pandas and Polars, allowing efficient exploration and cleaning of large datasets.

Top 10 Data Visualization Techniques to Make Your Analysis Stand Out

Data visualization is essential for understanding complex datasets and communicating insights effectively.

5 ways data scientists can prepare now for genAI transformation

GenAI is revolutionizing data science by enabling access to unstructured data and fostering data-driven decision-making across organizations.

Top 10 Data Visualization Techniques to Make Your Analysis Stand Out

Data visualization is essential for effective communication and understanding of complex data.
Proper visualization can significantly influence decision-making and opportunities for businesses.

Machine Learning Visualizations | HackerNoon

Visualization is crucial in data exploration, helping comprehend relationships between features and the distribution of data.

Top 10 Data Visualization Techniques to Make Your Analysis Stand Out

Data visualization is crucial for effective communication and analysis in data science.

PyCharm's Interactive Tables for Data Science | The PyCharm Blog

PyCharm enhances productivity in data preparation through interactive tables for pandas and Polars, allowing efficient exploration and cleaning of large datasets.

Top 10 Data Visualization Techniques to Make Your Analysis Stand Out

Data visualization is essential for understanding complex datasets and communicating insights effectively.

5 ways data scientists can prepare now for genAI transformation

GenAI is revolutionizing data science by enabling access to unstructured data and fostering data-driven decision-making across organizations.

Top 10 Data Visualization Techniques to Make Your Analysis Stand Out

Data visualization is essential for effective communication and understanding of complex data.
Proper visualization can significantly influence decision-making and opportunities for businesses.

Machine Learning Visualizations | HackerNoon

Visualization is crucial in data exploration, helping comprehend relationships between features and the distribution of data.
moredata-visualization

These are the best schools for you to get a master's in data science online-and don't require you to take the GRE

Universities are removing GRE requirements for online master's in data science to increase accessibility and inclusion for diverse applicants.
#ai

Just Do Something with AI: Bridging the Business Communication Gap for ML Practitioners

Effective business communication is vital for data scientists when addressing AI-related inquiries and requests from leadership.

How a stubborn computer scientist accidentally launched the deep learning boom

ImageNet revolutionized AI research by providing a vast labeled dataset that challenged and overcame existing skepticism about the role of data in machine learning.

ODSC West Recap, Slides, and Minisodes Podcast, Open-Source Data Catalogs, and Limitations of LLMs

ODSC West 2024 featured significant discussions on AI advancements, particularly around open-source data catalogs and the limitations of large language models.

A 2-for-1 ODSC East Black Friday Deal, Multi-Agent Systems, Financial Data Engineering, and LLM Evaluation

ODSC East 2025 offers a 2-for-1 Black Friday special to foster innovation and collaboration in AI and data science.

How to support accurate revenue forecasting with data science and dataops

Data science and DataOps are vital for accurate and reliable revenue forecasting, which is critical for business success.

Advance Your Career with These Data Science Skills

The 2024 Advanced Data Science Bundle offers extensive training in data science, machine learning, and AI for just $29.99.

Just Do Something with AI: Bridging the Business Communication Gap for ML Practitioners

Effective business communication is vital for data scientists when addressing AI-related inquiries and requests from leadership.

How a stubborn computer scientist accidentally launched the deep learning boom

ImageNet revolutionized AI research by providing a vast labeled dataset that challenged and overcame existing skepticism about the role of data in machine learning.

ODSC West Recap, Slides, and Minisodes Podcast, Open-Source Data Catalogs, and Limitations of LLMs

ODSC West 2024 featured significant discussions on AI advancements, particularly around open-source data catalogs and the limitations of large language models.

A 2-for-1 ODSC East Black Friday Deal, Multi-Agent Systems, Financial Data Engineering, and LLM Evaluation

ODSC East 2025 offers a 2-for-1 Black Friday special to foster innovation and collaboration in AI and data science.

How to support accurate revenue forecasting with data science and dataops

Data science and DataOps are vital for accurate and reliable revenue forecasting, which is critical for business success.

Advance Your Career with These Data Science Skills

The 2024 Advanced Data Science Bundle offers extensive training in data science, machine learning, and AI for just $29.99.
moreai

College Football Playoff 2024 projections: Who are the national championship favorites?

Advanced statistical models can enhance predictions in sports outcomes and player performances.

How SmugMug Increased Data Modeling Productivity with Amazon Q Developer | Amazon Web Services

SmugMug uses Amazon Q Developer to enhance productivity and tackle complex data modeling challenges in photo storage and sharing.

Scientists demonstrate Pixelator deepfake image verification tool | Computer Weekly

York St John University developed Pixelator v2, a tool to detect deepfake images effectively, aiding in cyber security and misinformation.
#regulatory-challenges

ODSC West 2024 Keynote: MIT's Dr. Alfred Spector: Beyond Models - Applying AI and Data Science Effectively

Implementing AI effectively requires addressing challenges beyond technicalities, including ethical, regulatory, and operational aspects.

ODSC West 2024 Keynote: MIT's Dr.

AI and data science success relies on a holistic, structured approach beyond algorithm development, addressing ethical and operational factors.

ODSC West 2024 Keynote: MIT's Dr. Alfred Spector: Beyond Models - Applying AI and Data Science Effectively

Implementing AI effectively requires addressing challenges beyond technicalities, including ethical, regulatory, and operational aspects.

ODSC West 2024 Keynote: MIT's Dr.

AI and data science success relies on a holistic, structured approach beyond algorithm development, addressing ethical and operational factors.
moreregulatory-challenges
#anomaly-detection

How K-SIF and SIF Revolutionize Anomaly Detection in Complex Datasets | HackerNoon

K-SIF and SIF improve anomaly detection by integrating non-linear properties and data-driven techniques, enhancing flexibility and effectiveness for complex datasets.

Two Algorithms, One Goal: Changing the Face of Anomaly Detection with KIF and SIF | HackerNoon

The Signature Isolation Forest method effectively detects anomalies in complex datasets using advanced mathematical techniques.

How K-SIF and SIF Revolutionize Anomaly Detection in Complex Datasets | HackerNoon

K-SIF and SIF improve anomaly detection by integrating non-linear properties and data-driven techniques, enhancing flexibility and effectiveness for complex datasets.

Two Algorithms, One Goal: Changing the Face of Anomaly Detection with KIF and SIF | HackerNoon

The Signature Isolation Forest method effectively detects anomalies in complex datasets using advanced mathematical techniques.
moreanomaly-detection

Medical School Establishes Center for Computational and Social Sciences in Health - News Center

COMPASS aims to bridge data science, social science, and population health to enhance health understanding and research through collaboration.

NumPy Practical Examples: Useful Techniques Quiz - Real Python

The quiz aids in reinforcing NumPy concepts and encourages further research beyond the tutorial.
#machine-learning

Silver Lining or Just a Glimmer? Revisiting Algorithm Bias (Part 2)

Using machine learning to detect and address algorithmic bias offers potential benefits, but challenges in accuracy and reliability complicate the approach.

Predictive Analytics Techniques - DATAVERSITY

Predictive analytics enhances decision-making by using historical data and advanced algorithms to forecast future trends.

Design and Data Science: From a Human-in-the-Loop Approach to Human-Centered Design | HackerNoon

The article emphasizes the need for a human-centered shift in data science and user experience design to enhance tool accessibility and effectiveness.

Who's Attending ODSC West 2024? A Powerhouse of AI Leaders

ODSC West 2024 is a significant gathering showcasing advancements in AI and data science from industry leaders like NVIDIA and Google Cloud.

The Hidden Language of Data: How Linguistic Analysis Is Transforming Data Interpretation

Unstructured data represents 80% of daily information, and linguistic analysis provides key insights that traditional methods miss.

Effective Project Management for Data Science: From Scoping to Ethical Deployment

Effective project management is crucial for the successful deployment of data science projects, which often struggle to achieve tangible results.

Silver Lining or Just a Glimmer? Revisiting Algorithm Bias (Part 2)

Using machine learning to detect and address algorithmic bias offers potential benefits, but challenges in accuracy and reliability complicate the approach.

Predictive Analytics Techniques - DATAVERSITY

Predictive analytics enhances decision-making by using historical data and advanced algorithms to forecast future trends.

Design and Data Science: From a Human-in-the-Loop Approach to Human-Centered Design | HackerNoon

The article emphasizes the need for a human-centered shift in data science and user experience design to enhance tool accessibility and effectiveness.

Who's Attending ODSC West 2024? A Powerhouse of AI Leaders

ODSC West 2024 is a significant gathering showcasing advancements in AI and data science from industry leaders like NVIDIA and Google Cloud.

The Hidden Language of Data: How Linguistic Analysis Is Transforming Data Interpretation

Unstructured data represents 80% of daily information, and linguistic analysis provides key insights that traditional methods miss.

Effective Project Management for Data Science: From Scoping to Ethical Deployment

Effective project management is crucial for the successful deployment of data science projects, which often struggle to achieve tangible results.
moremachine-learning

Neo4j Raises 47M and Prepares for US IPO as Valuation Tops 2Billion

Neo4j secured €47 million in funding, valued over €2 billion, and is preparing for an IPO in the US.

How to Use Games to Build Relationships with Your Customers

Julian Runge emphasizes the intersection of behavioral science and data in creating improved digital experiences.
Joost van Dreunen's knowledge of the gaming industry offers critical insights for companies navigating market transformations.
#odsc-west-2024

Generative AI Breakthroughs at ODSC West 2024: 6 Must-Attend Sessions for Business Leaders

Generative AI is transforming business operations, making it essential for professionals to engage with its advancements.

Watch Now: The Top West 2024 Recordings

The ODSC West 2024 conference featured essential training on data science tools like containers and vector databases.

Generative AI Breakthroughs at ODSC West 2024: 6 Must-Attend Sessions for Business Leaders

Generative AI is transforming business operations, making it essential for professionals to engage with its advancements.

Watch Now: The Top West 2024 Recordings

The ODSC West 2024 conference featured essential training on data science tools like containers and vector databases.
moreodsc-west-2024

F# 9 adds nullable reference types

F# 9 simplifies randomization in data science with new sampling and shuffling functions in standard libraries, alongside notable performance improvements.
#business-intelligence

Overcoming data inconsistency with a universal semantic layer

Disparate BI tools lead to confusion and mistrust in data interpretation; a universal semantic layer may resolve these issues.

Hiring Kit: Data Scientist | TechRepublic

Data must be effectively processed and analyzed for decision-making; hiring the right data scientist is crucial for competitive advantage.

Overcoming data inconsistency with a universal semantic layer

Disparate BI tools lead to confusion and mistrust in data interpretation; a universal semantic layer may resolve these issues.

Hiring Kit: Data Scientist | TechRepublic

Data must be effectively processed and analyzed for decision-making; hiring the right data scientist is crucial for competitive advantage.
morebusiness-intelligence

35 Years of Harnessing the Power of Geospatial Data for Decision Making

CIESIN celebrates 35 years of integrating environmental, social, and economic data to empower better decision making for climate and sustainability issues.

Industry's take on the chief artificial intelligence officer role

The role of the Chief Artificial Intelligence Officer (CAIO) is becoming increasingly vital for organizations focusing on overseeing AI initiatives.

Predicting Links in Graphs with Graph Neural Networks and DGL.ai | HackerNoon

Graphs represent complex relationships and tasks like link prediction are essential for practical applications.

Dataframes explained: The modern in-memory data science format

Dataframes provide efficient and powerful data manipulation in data science, surpassing traditional methods like SQL and Excel.
#political-analysis

Top data scientist: Prediction markets think Trump will win, but Harris voters have reasons to remain hopeful

Miller's real-time ticker-tape revolutionizes presidential election forecasting by utilizing betting odds instead of traditional polls.

Election forecasting topic of eCornell keynote address | Cornell Chronicle

Political forecasting combines data collection and interpretation; it's complex but insightful for understanding electoral trends and potential outcomes.
Enns predicted 49 out of 50 states accurately for the 2020 election, showcasing his expertise in political dynamics.

Top data scientist: Prediction markets think Trump will win, but Harris voters have reasons to remain hopeful

Miller's real-time ticker-tape revolutionizes presidential election forecasting by utilizing betting odds instead of traditional polls.

Election forecasting topic of eCornell keynote address | Cornell Chronicle

Political forecasting combines data collection and interpretation; it's complex but insightful for understanding electoral trends and potential outcomes.
Enns predicted 49 out of 50 states accurately for the 2020 election, showcasing his expertise in political dynamics.
morepolitical-analysis

The HackerNoon Newsletter: Why Many Data Science Jobs Are Actually Data Engineering (11/5/2024) | HackerNoon

The landscape of data science roles is evolving, often blending with data engineering functions.
Examining how election outcomes could impact the future of cryptocurrency, particularly Bitcoin.

Why Many Data Science Jobs Are Actually Data Engineering | HackerNoon

Many data scientist roles primarily involve data preparation and cleaning, not advanced data analysis or machine learning as expected.
#hackathon

Booths and Demos Coming to the ODSC West 2024 Expo Hall

Discover key AI innovations at ODSC West on October 29-30 with industry leaders like NVIDIA and Google Cloud.
NVIDIA's hackathon promises $30K in prizes and educational opportunities for AI professionals attending ODSC West.
Google Cloud is offering webinars and meetups to showcase their AI advancements and tools for data scientists.

Join the GeoTAM hackathon to work out business turnovers!

The GeoTAM hackathon focuses on estimating business turnover from open data to mitigate flooding risks for businesses in the UK.

Booths and Demos Coming to the ODSC West 2024 Expo Hall

Discover key AI innovations at ODSC West on October 29-30 with industry leaders like NVIDIA and Google Cloud.
NVIDIA's hackathon promises $30K in prizes and educational opportunities for AI professionals attending ODSC West.
Google Cloud is offering webinars and meetups to showcase their AI advancements and tools for data scientists.

Join the GeoTAM hackathon to work out business turnovers!

The GeoTAM hackathon focuses on estimating business turnover from open data to mitigate flooding risks for businesses in the UK.
morehackathon

How Data Science Helps Fight Synthetic Identity Fraud

Synthetic identity fraud is becoming increasingly common due to technological advancements that make it easier for fraudsters to create fake identities.

Who is wining the election? Top data scientist launches electoral vote counter that shows the race moving in real time

Miller's betting market-based forecasts provide a real-time view of the evolving 2024 presidential election dynamics.
#generative-ai

Generative AI Breakthroughs at ODSC West 2024: 6 Must-Attend Sessions for Business Leaders

Attending the Generative AI X Summit will enhance your understanding of AI integration, security, and value quantification for business growth.

True multithreading in Python at last!

Python 3.13 features a 'no-GIL' version, enhancing multi-threading capabilities.
Anaconda is tailored for data science with efficient package management.
Emphasis on engaging in Python-powered generative AI projects.

Generative AI Breakthroughs at ODSC West 2024: 6 Must-Attend Sessions for Business Leaders

Attending the Generative AI X Summit will enhance your understanding of AI integration, security, and value quantification for business growth.

True multithreading in Python at last!

Python 3.13 features a 'no-GIL' version, enhancing multi-threading capabilities.
Anaconda is tailored for data science with efficient package management.
Emphasis on engaging in Python-powered generative AI projects.
moregenerative-ai

Exploring Google's AI Tools: A Deep Dive into the Future of Data Science

Google's AI tools are reshaping accessibility and efficiency in data science, making complex processes easier to navigate.

Why Is Process Mining Important + Top 5 Best Tools | ClickUp

Process mining helps visualize workflows and uncover inefficiencies, enabling businesses to reduce costs and enhance their operations.

Women in Data: Meet KNIME Head of Data Science Evangelism Rosaria Silipo - DATAVERSITY

Rosaria Silipo's passion for data began in university, sparked by interest in emerging technologies like neural networks.

Data Teams Survey: Lag in DataOps and Value Delivered

Adoption of LLMs in data teams is slow, with a decline in perceived value and significant gaps in operations capabilities.

Ahoy, Narwhals are bridging the data science APIs

Narwhals offers a unified API for multiple DataFrame libraries, easing transitions and ensuring compatibility in data science applications.

Python 3.13 and the Latest Trends: A Developer's Guide to 2025 | The PyCharm Blog

Python 3.13 livestream event on October 3 will feature insights from experts on upcoming features and industry trends.

Why marketing benefits when it provides forecasted guidance | MarTech

Understanding business functions enhances a marketer's significance and effectiveness.
Terminology differences can lead to misunderstandings across business teams.

Apache Spark: Let's Learn Together

Apache Spark revolutionizes big data processing with its speed, efficiency, and versatility, making it essential for data professionals.

eCornell keynote explores art, science of election forecasting | Cornell Chronicle

Political forecasting relies on sophisticated models analyzing diverse factors, not just data collection.
Peter Enns' upcoming keynote will provide insights into the 2024 U.S. presidential election.

PyCharm vs. Jupyter Notebook | The PyCharm Blog

Jupyter notebooks are essential tools for data professionals, with considerable usage, but they have limitations compared to more versatile IDEs like PyCharm.
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