Elasticsearch in Depth Tutorial
Comprehensive tutorial on Elasticsearch queries, covering Search Box, Query DSL, autocomplete, and integration with Kibana. Includes installation guide and version 7.0 updates.
Spring Data Elasticsearch
Learn to integrate Elasticsearch with Spring Boot, covering indexing, querying, sorting, and pagination for efficient data management and search functionality.
Apache Spark, Hadoop Project with Kafka and Python - End to End Development
Comprehensive big data project integrating Apache Spark, Hadoop, Kafka, and Python for end-to-end development, including streaming, REST API, and dashboard creation.
Machine Learning Using Spark MLLib
Learn to implement machine learning algorithms using Spark MLLib, covering linear regression techniques, data preprocessing, model building, and evaluation methods in a hands-on, practical approach.
Data Engineering Full Hands-on Course
Comprehensive hands-on introduction to data engineering, covering data lake architecture, Cloudera tools, Apache Sqoop, and practical HDFS and MySQL operations.
Amazon EC2 Spot Instances
Learn to optimize AWS EC2 Spot Instances for cost-effective, scalable cloud computing. Explore automatic scaling, instance flexibility, and integration with various AWS services for efficient workload management.
Hadoop, Machine & Deep Learning on Azure Cloud - Tutorial Series
Comprehensive hands-on tutorial series covering Azure cloud services, Hadoop, Spark, and machine learning, with practical demos and step-by-step guidance for various Azure tools and technologies.
Julia in Astronomy and Astrophysics Research - JuliaCon 2022
Explore how Julia enhances astronomical research through talks on instrument simulation, stellar modeling, exoplanet characterization, cosmology, and more. Discover Julia's impact on productivity and scientific advancement in astronomy.
A Superfacility Model for Data-Intensive Science
Explore data-intensive science challenges, high-performance computing, and the role of programming languages like Julia in addressing big data and computational demands in scientific research.
Trend Analysis Using Unstructured Data from WallStreetBets
Explore trend analysis using WallStreetBets data from Reddit. Learn data acquisition, parsing, and unsupervised methods for topic modeling, timelines, and prediction in this insightful webinar.
Text Analytics Crash Course with R
Learn text analytics fundamentals, data processing, machine learning models, and visualization techniques using R. Master handling big data and optimizing models for valuable insights from unstructured text.
MLOps Platforms From Zero - Databricks, MLFlow-MLRun-SKLearn
Comprehensive guide to building MLOps platforms using Databricks, AutoML, SKLearn, and AWS. Covers end-to-end process from project setup to model deployment, including CI/CD, experimentation, and containerization.
Tech Talk - Top Tuning Tips for Spark 3.0 and Delta Lake on Databricks
Learn top tuning tips for Apache Spark 3.0 and Delta Lake on Databricks. Discover optimal join strategies, machine sizing, merge operation speedups, and job simplification techniques for enhanced big data processing.
Making Mineral Collections Relevant in the 21st Century
Explore strategies to modernize mineral collections, including digitization, big data studies, and innovative storage solutions, while enhancing their relevance and accessibility for research and education.
How Big Data Can Resolve Regional Palaeogeographies in Tropical Climates
Explore SE Asian palaeogeography through big data analysis of minerals and detrital grains, overcoming challenges of tropical climates to reconstruct complex tectonic histories and ancient landscapes.
Langchain: Integrating ElasticSearch Vector Store and RAG with Gemini
Explora la integración de Langchain con ElasticSearch y aprende a implementar aplicaciones RAG utilizando Gemini como modelo base y ElasticSearch como almacén de vectores.
RAG: Neo4J Knowledge Graph Builder - Introducción en Español
Descubre cómo crear Knowledge Graphs con Neo4J Knowledge Graph Builder, utilizando datos no estructurados y tecnologías como LLM y LangChain para potenciar tus proyectos de ciencia de datos.
Building a Lakehouse with Apache Hudi - Data Architecture at Kuaishou
Discover how Kuaishou Inc implements Apache Hudi to build a robust lakehouse architecture, exploring real-world applications and technical insights for large-scale data management.
Optimization for Reducing Compute Cost of SparkSQL in ByteDance
Discover key optimization techniques for SparkSQL implementation at ByteDance, focusing on compute cost reduction strategies and performance enhancement methods.
Jingdong Algorithm Debug System - StarGazing Introduction
Discover how to effectively debug algorithms using Jingdong's StarGazing system, exploring its features and implementation in large-scale AI development environments.
Belajar Elasticsearch untuk Pemula
Pengenalan komprehensif Elasticsearch untuk pemula, mencakup konsep dasar, arsitektur, instalasi, operasi CRUD, pencarian, dan agregasi data dalam lingkungan terdistribusi.