Practical Shell Commands for Data Scientists and Analysts - Command Line Tutorial
Learn essential shell commands for data preparation, cleansing, and analysis. Master practical techniques to enhance your data science workflow and boost productivity using command-line tools.
Building Tools for HR Industry - Data Science Workshop
Comprehensive workshop on building HR tools using data science, covering Python basics, class creation, and practical applications for industry professionals.
AMBA - Providing Employment to Adults with Developmental Challenges
Empowering adults with developmental challenges through technology-driven employment opportunities, transforming lives and challenging societal perceptions.
Fairness Without Imputation: A Decision Tree Approach for Fair Prediction With Missing Values
Explore a novel decision tree approach for fair prediction with missing data, addressing fairness concerns without relying on imputation techniques.
Human-Friendly, Production-Ready Data Science with Metaflow - Ville Tuulos
Discover Metaflow, an open-source framework revolutionizing ML workflow creation and deployment. Learn how it empowers data scientists to build and deploy critical ML projects across industries with ease and efficiency.
Julien Tierny - Principal Geodesic Analysis of Merge Trees and Persistence Diagrams
Computational framework for Principal Geodesic Analysis of merge trees, adapting PCA to Wasserstein metric space. Efficient algorithm for data reduction and dimensionality reduction in topological data analysis.
Visualization and Analysis of HPC Simulation Data with VisIt
Explore HPC simulation data visualization using VisIt software, focusing on techniques for analyzing large-scale scientific datasets in high-performance computing environments.
Generative Data Visualization - Learn With Jason
Explore data visualization techniques with artist Shirley Wu, learning to transform complex data into stunning, understandable designs through sketching, analysis, and creative approaches.
Data Visualization in React Using Gatsby - Learn With Jason
Learn to create SSR-friendly data visualizations using D3, React, and Gatsby for high-performance progressive web apps. Explore techniques for building interactive and efficient dataviz components.
Introduction to Fluentd and Fluent Bit for Log Collection and Stream Processing
Explore Fluentd and Fluent Bit for efficient log collection and stream processing in Kubernetes. Learn deployment, configuration, and practical applications for enhanced observability.
Introduction to Grafana - Data Visualization and Analytics
Learn to install, configure, and use Grafana for data visualization and analytics. Explore metrics, build dashboards, set up alerts, and import community dashboards in this comprehensive introduction.
Spatio Temporal Model Development in the Data Science Era by Budi Nurani Ruchjana
Explore spatio-temporal model development in the data science era, focusing on innovative approaches and applications in analyzing complex spatial and temporal data patterns.
Information Thresholds in Structure Estimation
Explore information thresholds in structure estimation, examining theoretical foundations and practical applications in machine learning and data analysis.
Learning Classification Metrics from Preference Feedback
Explore techniques for learning classification metrics using preference feedback, focusing on information-theoretic approaches for trustworthy machine learning.
Tableau Basics Advanced Tutorial
Aprenda a criar visualizações avançadas, dashboards interativos e histórias de dados eficazes no Tableau. Domine técnicas de formatação, análise aprofundada e previsão para elevar suas habilidades de análise e visualização de dados.
Autonomous Discovery for Separation Sciences - IPAM at UCLA
Explore innovative approaches to accelerate f-element separation science design using data science and automation techniques, addressing challenges in rare earth and actinide separation for clean energy and nuclear fuel applications.
Accessing Elements of NDArray in NumPy - Python Programming
Learn to access elements in NumPy ndarrays, from basic indexing to multi-dimensional array manipulation, enhancing your Python data handling skills.
Introduction to Kubeflow and Machine Learning on Kubernetes
Comprehensive introduction to Kubeflow 1.3, covering its new features and guiding users through running data science workloads on Kubernetes. Includes hands-on examples and practical deployment techniques.
Visio 2021 Full Course Tutorial
Comprehensive tutorial on Visio 2021, covering interface navigation, diagram creation, advanced features like 3D shapes, and integration with external sources. Suitable for beginners and intermediate users.
Learning From Transaction-Level Investment Account Data
Explore machine learning techniques for analyzing transaction-level investment data, focusing on practical applications in wealth management and financial decision-making.
Project Crashing in Project Management - Solved Example
Learn project crashing techniques to shorten schedules, including resource allocation and requirement reduction. Explore impacts on project duration and costs through a solved example in network analysis.