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#Data Normalization

Showing: 31 courses
Stanford University

Federated Learning in Medicine - Breaking Down Silos to Advance Medical Research

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Explore federated learning's potential to revolutionize medical research by breaking data silos, enhancing privacy, and fostering collaboration across healthcare institutions.
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26 Lesons
1 hour 20 minutes
On-Demand
Free-Video

Formation Tensorflow 2.0

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Apprenez les fondamentaux de TensorFlow 2.0, des perceptrons aux réseaux de neurones récurrents, en passant par la normalisation des données et la création de modèles personnalisés.
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22 Lesons
6 hours
On-Demand
Free-Video
Bioinformagician

Weighted Gene Co-expression Network Analysis - Step-by-Step Tutorial - Part 1

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Learn step-by-step Weighted Gene Co-expression Network Analysis (WGCNA) for RNA-Seq data, covering data manipulation, outlier detection, normalization, module identification, and visualization techniques.
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16 Lesons
36 minutes
On-Demand
Free-Video
LiquidBrain Bioinformatics

TCGA Biomarkers Identification Using Machine Learning - Complete Walkthrough

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Comprehensive walkthrough on using machine learning to identify TCGA biomarkers, covering data preparation, neural network construction, and gene set enrichment analysis.
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16 Lesons
50 minutes
On-Demand
Free-Video
LiquidBrain Bioinformatics

Clustering and Markers Identification for ScRNA-Seq - Seurat Package Tutorial

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Learn to analyze single-cell RNA-seq data using Seurat package, covering data import, QC, normalization, clustering, and marker identification. Gain insights into cell interactions and create visualizations.
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7 Lesons
23 minutes
On-Demand
Free-Video
Learn With Jason

Advanced GraphQL Techniques in Gatsby - Learn With Jason

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Explore advanced GraphQL patterns in Gatsby for powerful app and website creation. Learn to normalize data from different sources and combine data from multiple places in GraphQL nodes.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Data Science Conference

Machine Learning Applications in Healthcare - Saudi Arabian Hospital Case Studies

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Explore real-world applications of machine learning in Saudi Arabian healthcare through case studies focusing on breast cancer classification and predictive modeling techniques.
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11 Lesons
20 minutes
On-Demand
Free-Video
Discover AI

Experimental KERAS Feature Space for Medical AI Heart Attack Prediction

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Dive into advanced feature scaling with KERAS Feature Space, building a medical AI system to predict heart attack probabilities using structured data classification and optimized data pipelines.
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6 Lesons
36 minutes
On-Demand
Free-Video
deeplizard

PyTorch Dataset Normalization Using torchvision.transforms.Normalize()

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Learn to normalize datasets in PyTorch using torchvision.transforms.Normalize(). Explore feature scaling, standardization, and color channel normalization. Understand the impact on neural network training.
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8 Lesons
26 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Unified Understanding of E(3)-Equivariant Interatomic Potentials - Theory and Applications

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Explore E(3)-equivariant interatomic potentials, covering theory, applications, and advancements in machine learning approaches for quantum mechanics and molecular dynamics simulations.
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24 Lesons
44 minutes
On-Demand
Free-Video
5 Minutes Engineering

Machine Learning and Neural Networks: Data Preprocessing Techniques - Day 3

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Explore data preprocessing techniques for machine learning: handling missing data, normalization, standardization, and binarization. Enhance your ML and neural network skills.
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1 Lesons
44 minutes
On-Demand
Free-Video
Derek Banas

Machine Learning Tutorial for Beginners

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Comprehensive TensorFlow tutorial covering data handling, neural networks, and model building. Learn to clean, analyze, and process data for machine learning applications.
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1 Lesons
2 hours 3 minutes
On-Demand
Free-Video
BruCON Security Conference

HTTP Time Bandit

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Explore HTTP-based Denial of Service attacks, focusing on a novel method using time-based techniques. Learn about attack classification, mitigation strategies, and tools for identifying vulnerabilities in web applications.
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24 Lesons
46 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Implications Tutorial - AI on the Ground Approach

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Explore the real-world impact of AI through case studies, examining challenges, harms, and social implications. Learn strategies for studying AI's effects on communities and society.
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16 Lesons
1 hour 5 minutes
On-Demand
Free-Video

Sweet Security - Deploying a Defensive Raspberry Pi

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Explore defensive network security using Raspberry Pi, covering monitoring, log analysis, threat intelligence, and automation for a cost-effective home or small business solution.
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30 Lesons
36 minutes
On-Demand
Free-Video
NDC Conferences

Drinking a River of IoT Data with Akka.NET

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Explore scaling IoT data processing with Akka.NET's actor model. Learn stateful coding, resilience, and strategies for handling millions of devices efficiently.
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26 Lesons
59 minutes
On-Demand
Free-Video
Hack In The Box Security Conference

Applying Machine Learning to User Behavior Anomaly Analysis

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Explore advanced machine learning techniques for user behavior anomaly detection in cybersecurity, covering feature selection, data quality, behavioral whitelisting, and neural network predictions.
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29 Lesons
1 hour 1 minute
On-Demand
Free-Video
0xdade

This Is Not Your Grandfather's SIEM

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Explore modern CSOC analytic platforms, their design considerations, and evolving approaches to security event monitoring, analysis, and response in complex cybersecurity environments.
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1 Lesons
50 minutes
On-Demand
Free-Video
PHP UK Conference

How De-normalizing Your Data with JSON Can Boost Query Performance

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Explore how de-normalizing data with JSON can enhance query performance, reduce joins, and improve code readability in hybrid SQL/NoSQL databases for better overall efficiency.
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44 Lesons
29 minutes
On-Demand
Free-Video
GOTO Conferences

Drinking a River of IoT Data with Akka.NET

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Explore scaling IoT data processing with Akka.NET. Learn actor model implementation for stateful, concurrent code, and discover strategies for handling millions of devices efficiently.
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14 Lesons
52 minutes
On-Demand
Free-Video

3rd Party Data Burns

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Explore third-party data analysis techniques, focusing on normalization, wildcards, and domain keys. Learn valuable lessons for effective red-teaming and data management.
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10 Lesons
46 minutes
On-Demand
Free-Video
PyCon US

Hands-On Regular Expressions in Python

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Learn to create, understand, and effectively use regular expressions in Python for data validation, parsing, and normalization. Discover when and how to apply regex for optimal results.
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1 Lesons
2 hours 35 minutes
On-Demand
Free-Video
PASS Data Community Summit

Protect Your Data by Design - Creating a Data Masking Strategy

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Learn to create a comprehensive data masking strategy to protect sensitive information, overcome implementation challenges, and ensure data security in pre-production environments.
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26 Lesons
1 hour 12 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Intro to Falco - Intrusion Detection for Containers

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Learn to deploy Falco for container intrusion detection, modify rules, and manage alerts. Discover real-world use cases and best practices from Shopify's experience in securing high-volume cloud environments.
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10 Lesons
36 minutes
On-Demand
Free-Video
Confluent

Event Design and Event Streams Best Practices

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Explore best practices for event design and streams: schemas, metadata, naming conventions, and unique IDs. Gain insights to optimize your event-driven architecture.
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1 Lesons
13 minutes
On-Demand
Free-Video
Databricks

Best Practices for Data Preparation in Generative AI Development

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Explore data preparation techniques for generative AI, covering quality, diversity, labeling, preprocessing, and optimization. Gain practical insights for enhancing model performance and accuracy.
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1 Lesons
19 minutes
On-Demand
Free-Video
Confluent

Building and Designing Events and Event Streams with Apache Kafka

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Learn to design effective event-driven architectures using Apache Kafka. Explore key concepts like internal vs. external events, fact vs. delta, and normalization strategies to build scalable, responsive systems.
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9 Lesons
53 minutes
On-Demand
Free-Video
NDC Conferences

How Our Critical Systems Fail, and What We Do About It

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Explore strategies for deploying critical health systems using Kubernetes and Kafka, ensuring seamless updates without compromising patient safety or data integrity.
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30 Lesons
53 minutes
On-Demand
Free-Video
NDC Conferences

From Tables to Documents - Changing Your Database Mindset

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Explore the shift from SQL to document-based databases, learning key mindset changes for successful implementation and leveraging advantages like scalability and faster development.
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26 Lesons
46 minutes
On-Demand
Free-Video
Tech Field Day

Exploring Cribl Stream and Cribl Edge - Data Collection and Observability Pipeline Demo

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Discover how to manage observability pipelines with Cribl Stream and Edge, enabling flexible data collection, reduction, enrichment, and routing across your infrastructure for optimized business operations.
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1 Lesons
39 minutes
On-Demand
Free-Video
Databricks

State-of-the-Art Retrieval Augmented Generation at Scale in Spark NLP

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Efficient scaling of RAG systems using Spark NLP: pre-processing, embedding calculation, post-processing, and integration with LangChain and HayStack for production-grade LLM systems.
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1 Lesons
33 minutes
On-Demand
Free-Video