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#Data Exploration

Showing: 65 courses
Kaggle

Intro to Machine Learning

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Dive into machine learning fundamentals with engaging videos covering models, data exploration, validation, and advanced concepts like random forests and AutoML.
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8 Lesons
30 minutes
On-Demand
Free-Video
BioinformaticsDotCA

Flow Cytometry Data Analysis Using R 2013

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Learn to analyze flow cytometry data using R, covering exploration, processing, quality assurance, static gating, and advanced clustering techniques for comprehensive data interpretation.
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5 Lesons
6 hours
On-Demand
Free-Video
Ken Jee

Data Science Fundamentals

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Learn essential data science skills: exploration, manipulation, cleaning, and analysis using Python, Pandas, SQL, and more. Ideal for beginners seeking practical knowledge.
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9 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Corey Schafer

Python Pandas Tutorial - Grouping and Aggregating - Analyzing and Exploring Your Data

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Learn to group and aggregate data in Python Pandas, exploring techniques like value counts, multiple aggregates, and practice questions to analyze datasets effectively and answer complex queries.
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8 Lesons
49 minutes
On-Demand
Free-Video
SAP

Exploring the BTP Service Metadata Project - Part 1

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Dive into SAP BTP Service Metadata project, exploring JSON files, metadata structure, and practical examples using jq and ijq tools. Learn to extract and manipulate data for various use cases.
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11 Lesons
1 hour
On-Demand
Free-Video
Krish Naik

Implementation of End to End Kaggle Machine Learning Project With Deployment

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Comprehensive guide to implementing a machine learning project for car price prediction, covering data exploration, model fitting, and deployment on Heroku.
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7 Lesons
1 hour 31 minutes
On-Demand
Free-Video
Julia Silge

Predict Housing Prices in Austin TX with Tidymodels and XGBoost

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Explore feature engineering for boosted tree models using Austin housing data. Learn to incorporate text information as indicator variables and tune models for accurate price predictions.
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18 Lesons
52 minutes
On-Demand
Free-Video
Julia Silge

Partial Dependence Plots for Mario Kart World Records

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Explore decision tree modeling and partial dependence profiles for Mario Kart world records using tidymodels and DALEX, with a focus on predicting shortcut usage.
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11 Lesons
27 minutes
On-Demand
Free-Video
Julia Silge

Compute Bootstrap Confidence Intervals for Super Bowl Commercial Characteristics

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Explore how Super Bowl commercial characteristics evolve over time using tidymodels for bootstrap confidence intervals and data visualization techniques.
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5 Lesons
21 minutes
On-Demand
Free-Video
Databricks

Slowly Changing Dimensions Type 2 in Data Lakes - Tech Chat

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Explore Slowly Changing Dimensions Type 2 in data lakes using Delta Lake, focusing on market segmentation for a climbing eCommerce site. Learn to track historical and current data effectively.
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17 Lesons
1 hour 1 minute
On-Demand
Free-Video
Databricks

Low-Code Machine Learning on Databricks with AutoML

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Discover how to build, train, and deploy ML models using Databricks AutoML and low-code tools, empowering users of all expertise levels to create predictive analytics solutions.
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17 Lesons
34 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

The Big Promise of Big Data Analytics - ACM WomENcourage 2020

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Explore intelligent data tools bridging users and data. Learn about natural language queries, clarifications, and recommendations for effective data exploration and analysis.
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13 Lesons
20 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Optimizing Target Selection for Low-Redshift Galaxy Surveys - Elise Darragh Ford

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Explores data-driven techniques for optimizing galaxy survey target selection, enhancing our understanding of galaxy formation and evolution through advanced statistical and machine learning methods.
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1 Lesons
28 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Finding Environmental Measures Sensitive to Halo Properties Using Neural Networks

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Exploring neural networks to identify environmental measures that reveal halo properties in galaxy formation studies, enhancing our understanding of cosmic structure evolution.
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1 Lesons
27 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Learning to Simulate the Universe with Deep Learning - Elena Giusarma

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Explore deep learning techniques for simulating the universe, focusing on innovative approaches to model cosmic structures and enhance our understanding of galaxy formation and evolution.
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1 Lesons
24 minutes
On-Demand
Free-Video
Alan Turing Institute

The Gamma- Data Exploration Through Dot-Driven Development

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Explore data using a simple yet powerful language that embeds advanced programming concepts, making transparent and reproducible data analytics more accessible.
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1 Lesons
22 minutes
On-Demand
Free-Video
Visual Studio Code

Exploring Data Wrangler in VS Code - Python Data Science

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Discover Data Wrangler in VS Code: Efficiently explore, analyze, and clean Airbnb listings data. Learn to invoke and use this powerful tool for streamlined data preprocessing in Python notebooks.
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6 Lesons
25 minutes
On-Demand
Free-Video
EuroPython Conference

From Pandas to Production: ELT with dlt

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Explore data load tool (dlt) to streamline data science workflows, overcome roadblocks, and transition smoothly from exploration to production. Learn best practices for data handling and managing failures with real-life examples.
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1 Lesons
27 minutes
On-Demand
Free-Video
Databricks

Building an AI Assistant for BI - The Good, the Bad, and the Ugly

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Explore challenges and lessons learned in developing AI-powered assistants for data visualization, addressing unique issues in business intelligence workflows and data exploration.
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1 Lesons
16 minutes
On-Demand
Free-Video
nanohubtechtalks

Exploring Datasets with Python and Pandas

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Explore datasets using Python and pandas. Learn essential data analysis techniques for scientists, engineers, and analysts working with diverse datasets.
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1 Lesons
1 hour 36 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Cosmology - DM Halo - Local Group - Risa Wechsler (Stanford)

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Explore cosmology, dark matter halos, and the local group with Stanford researcher Risa Wechsler. Gain insights into cutting-edge astrophysical concepts and their implications for our understanding of the universe.
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1 Lesons
29 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Modeling Dwarf Galaxy Formation with UniverseMachine - Richie Wang (Stanford)

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Explore dwarf galaxy formation using UniverseMachine, a statistical tool for modeling galaxy evolution in cosmological simulations. Learn about abundance matching, multiresolution simulations, and future research directions.
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24 Lesons
26 minutes
On-Demand
Free-Video
Julia Silge

Predict Astronauts' Mission Duration With Tidymodels and Bootstrap Aggregation

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Explore astronaut mission duration prediction using R's tidymodels and bootstrap aggregation, featuring data analysis, preprocessing, and model evaluation techniques.
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14 Lesons
39 minutes
On-Demand
Free-Video
AssemblyAI

Python for AI: Exploring and Cleaning Data with Pandas

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Learn to explore, clean, and prepare data for machine learning using Pandas. Covers handling missing values, outliers, categorical data, and feature preparation for model training.
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10 Lesons
39 minutes
On-Demand
Free-Video
Microsoft

Azure Synapse Analytics: Building End-to-End Analytics Solutions

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Unified analytics service integrating data warehousing, big data, and BI. Query data flexibly using serverless or dedicated resources at scale. Ingest, explore, prepare, manage, and serve data for immediate insights.
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1 Lesons
38 minutes
On-Demand
Free-Video
Data Science Dojo

Feature Exploration, Visualization, and Predictive Modeling with R and Azure ML

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Explore predictive analytics using the Titanic dataset. Learn feature exploration and visualization with R, then build models using Azure ML Studio for efficient experimentation.
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1 Lesons
1 hour 40 minutes
On-Demand
Free-Video
Aladdin Persson

Detecting Eye Disease Using Deep Learning - Kaggle Top 1% Solution, No Ensemble

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Learn to detect eye disease using deep learning, with a top-ranked Kaggle solution. Covers data preprocessing, loss functions, augmentation, and resolution techniques for improved accuracy in medical image analysis.
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17 Lesons
59 minutes
On-Demand
Free-Video
Venelin Valkov

Build Your First Model with PyTorch and Python - PyTorch Tutorial for Beginners

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Learn to implement a Simple Linear Regression model using PyTorch, covering data exploration, model creation, tensor conversion, training, and prediction analysis in this beginner-friendly tutorial.
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9 Lesons
25 minutes
On-Demand
Free-Video
Venelin Valkov

Getting Started with PyTorch Lightning for Deep Learning

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Explore PyTorch Lightning for easier Deep Learning projects, using Google's GoEmotions dataset to build an emotion classification model with practical coding examples.
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7 Lesons
22 minutes
On-Demand
Free-Video
Data Professor

Machine Learning in R - Repurpose Machine Learning Code for New Data

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Learn to adapt machine learning code in R for new datasets. Explore data understanding, visualization, and model building techniques using the DHFR dataset as an example.
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17 Lesons
21 minutes
On-Demand
Free-Video
Open Data Science

Probabilistic Deep Learning in TensorFlow - The Why and How - ODSC Europe 2019

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Explore probabilistic deep learning in TensorFlow, focusing on Bayesian techniques, uncertainty modeling, and practical applications using TensorFlow Probability for more robust and interpretable neural networks.
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25 Lesons
29 minutes
On-Demand
Free-Video
Julia Silge

Build Features for Machine Learning from Netflix Description Text

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Learn to build machine learning features from Netflix description text and train a support vector machine model using tidymodels, exploring data analysis, feature engineering, and model evaluation techniques.
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25 Lesons
34 minutes
On-Demand
Free-Video
Julia Silge

Build a Predictive Text Model for Avatar: The Last Airbender with Tidymodels

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Predict Avatar: The Last Airbender speakers using text features and tidymodels in R. Learn model-agnostic variable importance and handle class imbalance in this data analysis tutorial.
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16 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Open Data Science

Price Optimisation - From Exploration to Productionising - David Adey, PhD & Alexey Drozdetskiy, PhD

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Explore dynamic price optimization using machine learning, from data analysis to cloud deployment. Learn about feature encoding, model selection, efficiency improvements, and practical implementation strategies for revenue growth.
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19 Lesons
1 hour 11 minutes
On-Demand
Free-Video
The Full Stack

Data Management - Full Stack Deep Learning - Spring 2021

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Explore ML infrastructure for data management: ingestion, storage, processing, exploration, labeling, and versioning. Learn about tools and best practices for effective dataset handling in deep learning projects.
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10 Lesons
1 hour
On-Demand
Free-Video
Databricks

Introducing MLflow for End-to-End Machine Learning on Databricks

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Learn to predict life expectancy using health data with MLflow. Covers data engineering, exploration, model tuning, and deployment on Databricks' unified analytics platform powered by Apache Spark.
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15 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Introducing MLflow for End-to-End Machine Learning on Databricks

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Explore end-to-end machine learning with MLflow on Databricks: from data engineering to model deployment, using health data to predict life expectancy through Spark, hyperopt, and interactive dashboards.
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11 Lesons
40 minutes
On-Demand
Free-Video
BSidesLV

Dominating the DBIR Data

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Explore data analysis techniques for cybersecurity incidents, covering data collection, processing, and validation. Learn to generate meaningful statistics and uncover novel findings in security datasets.
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19 Lesons
56 minutes
On-Demand
Free-Video
USENIX

Identifying Hidden Dependencies

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Discover how Honeycomb improved system reliability through intentional node termination, uncovering bugs and progressing towards continuous experimentation for enhanced resilience and scalability.
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51 Lesons
34 minutes
On-Demand
Free-Video
GOTO Conferences

How Prometheus Revolutionized Monitoring at SoundCloud

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Explore how Prometheus transformed SoundCloud's monitoring, addressing challenges in microservices architecture and offering insights into its implementation, features, and impact on system observability.
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27 Lesons
51 minutes
On-Demand
Free-Video
BSidesLV

How to Make Sure Your Data Science Isn't Vulnerable to Attack

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Learn to protect your data science projects from vulnerabilities through exploration, preparation, algorithm application, and effective communication of insights and risks.
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31 Lesons
57 minutes
On-Demand
Free-Video
WeAreDevelopers

Data, Design, Code

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Explore the process of creating web-based data visualizations, from topic selection and data preparation to designing visual encodings, with insights on using D3.js for custom, impactful visualizations.
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1 Lesons
41 minutes
On-Demand
Free-Video
ACCU Conference

Interactive C++ - Meet Jupyter - Cling

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Explore interactive C++ using Jupyter and Cling. Learn prototyping techniques, interface guidance, and powerful combinations for data science and exploratory programming.
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46 Lesons
1 hour 20 minutes
On-Demand
Free-Video
linux.conf.au

Finding Aids as Open Data - Access Points to Data-Drive Stories of the Past

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Exploring the potential of archival finding aids as open datasets to uncover new insights and data-driven stories from historical records, inspiring fresh perspectives on the past.
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1 Lesons
41 minutes
On-Demand
Free-Video
PyCon US

Flexible ML Experiment Tracking System for Python Coders with DVC and Streamlit

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Explore building a customizable ML experiment tracking system using DVC for versioning and Streamlit for data exploration, focusing on practical implementation with Python APIs.
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1 Lesons
33 minutes
On-Demand
Free-Video
PyCon US

Getting Started with Polars

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Explore Polars, a fast data manipulation library, through hands-on exercises with real-world datasets. Learn key operations, compare with Pandas, and optimize data pipelines.
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18 Lesons
2 hours 14 minutes
On-Demand
Free-Video
PyCon US

Data Analysis with SQLite and Python

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Hands-on tutorial for Python users to master SQLite, covering advanced SQL features, data manipulation with sqlite-utils, and exploration using Datasette. Learn to build and deploy data applications.
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1 Lesons
2 hours 46 minutes
On-Demand
Free-Video
PASS Data Community Summit

PowerPivot - A Cool Reporting Tool

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Explore PowerPivot for Excel to combine diverse data sources, create analytics, and overcome Excel limitations. Learn to import, pivot, and visualize data for self-service business intelligence.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
PASS Data Community Summit

Code Like a Snake Charmer – Advanced Data Modeling in Python

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Comprehensive Python data modeling tutorial covering extraction, cleaning, transformation, visualization, predictive modeling, validation, and deployment using popular libraries and Azure integration.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
PASS Data Community Summit

Navigating Row Level Security

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Explore fine-tuned data access with Row Level Security in SQL Server, covering implementation patterns, scaling solutions, and practical tips for sensitive information management.
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14 Lesons
51 minutes
On-Demand
Free-Video
Scala Days Conferences

Machine Learning with Scala on Spark

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Explore machine learning with Spark and Scala, comparing frameworks, discussing advantages, and addressing challenges in data science. Gain insights into Spark.ml's capabilities and potential for predictive modeling.
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46 Lesons
39 minutes
On-Demand
Free-Video
NDC Conferences

Data Magic with the Elastic Stack

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Explore key features of Elastic 5.x suite for data analytics, including geo-capabilities, pipeline aggregations, and Timelion, with real-world cases and Kibana visualization demonstrations.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
NDC Conferences

Real World PowerBI

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Discover tips and tricks for effective PowerBI usage, applying software development practices to create powerful, user-friendly dashboards and reports for business users.
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1 Lesons
58 minutes
On-Demand
Free-Video
ACM SIGPLAN

Fluid: Towards Transparent, Self-Explanatory Research Outputs

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Explore Fluid, a transparent programming language with bidirectional dynamic dependency analysis, enabling interactive exploration of data relationships in research outputs.
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1 Lesons
19 minutes
On-Demand
Free-Video
Conf42

Advanced Visualization Techniques for Complex Data Sets

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Explore advanced visualization techniques for complex datasets, focusing on interactive methods and best practices for large-scale data representation in SRE contexts.
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8 Lesons
26 minutes
On-Demand
Free-Video
Data Science Festival

Unleashing WisePizza - Finding Unusual Segments in Your Data

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Explore WisePizza, an open-source library for automated discovery of intriguing data segments. Gain deeper insights, uncover patterns, and revolutionize your data analysis approach.
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1 Lesons
24 minutes
On-Demand
Free-Video
OpenUK

Open Data for Entertainment and Curiosity

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Explore open data's potential for entertainment and curiosity with insights from Dave Rowe.
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1 Lesons
16 minutes
On-Demand
Free-Video
Google Cloud Tech

Introduction to Duet AI in Google Cloud - Boosting Productivity and Expertise

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Explore Duet AI's features for boosting cloud productivity, including code assistance, AI-backed operations, data exploration, and no-code app building.
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8 Lesons
32 minutes
On-Demand
Free-Video
Conf42

The Art of Data Storytelling Powered by Oracle Analytics

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Explore data storytelling techniques using Oracle Analytics to create impactful narratives that influence decision-making and drive insights from complex information.
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14 Lesons
48 minutes
On-Demand
Free-Video
Databricks

GenAI Pipelines: From Data Exploration to Prototype to Production

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Explore building GenAI data pipelines using PyAirbyte and ELTP framework. Learn efficient data sourcing, prototype-to-production steps, and strategies for managing LLM documents in the GenAI era.
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1 Lesons
38 minutes
On-Demand
Free-Video
Linux Foundation

Spelunking for Hardware Data Tutorial

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Explore techniques for extracting and analyzing hardware data in embedded systems, focusing on practical methods for debugging and optimizing device performance.
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1 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Wolfram

EntityValue and EntityStore - Accessing Your Own Data via the Wolfram Data Framework

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Explore data using EntityValue and EntityStore functions in the Wolfram Data Framework. Learn to access and manipulate your own datasets effectively.
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1 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Data Science Festival

Introduction to Data Exploration Using Microsoft Excel

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Explore data using Excel: Learn importing, cleaning, basic functions, and statistical analyses for valuable insights from a Mars Petcare Data Engineer.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Data Science Festival

Python 101 - Introduction to Python for Data Science

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Learn Python basics for data science: explore versatile programming tools, efficient data computation, and knowledge extraction techniques.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

FathomGPT - A Natural Language Interface for Interactively Exploring Ocean Science Data

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Explore an innovative natural language interface that revolutionizes ocean science data exploration and analysis through interactive visualization and AI-powered insights.
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1 Lesons
16 minutes
On-Demand
Free-Video