Data Processing Courses and Certifications

Implementing the NIST Privacy Framework

239 ratings at LinkedIn Learning

Explore the fundamentals of implementing the NIST Privacy Framework and managing security risks faced by your organization.

• LinkedIn Learning
• 1 hour 45 minutes
• On-Demand
• Free Trial Available

Cloud Hadoop: Scaling Apache Spark

192 ratings at LinkedIn Learning

Generate genuine business insights from big data. Learn to implement Apache Hadoop and Spark workflows on AWS.

• LinkedIn Learning
• 3 hours 13 minutes
• On-Demand
• Free Trial Available

The AI University

Machine Learning Data Pre-processing and Data Wrangling Using Python

2 reviews

Master Python data preprocessing techniques for machine learning, including handling missing values, encoding, scaling, outlier detection, and data transformation using popular libraries.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

Advanced Core Python Code Challenges

173 ratings at LinkedIn Learning

Test out your programming skills in Python by practicing with these advanced core coding challenges.

• LinkedIn Learning
• 39 minutes
• On-Demand
• Free Trial Available

AWS for Developers: Data-Driven Serverless Applications with Kinesis

165 ratings at LinkedIn Learning

Serverless adoption is growing rapidly. Developers can stay sharp by learning about serverless applications. This course focuses on Kinesis, an AWS serverless service.

• LinkedIn Learning
• 2 hours 29 minutes
• On-Demand
• Free Trial Available

Excel 2016: Business Process Analysis

146 ratings at LinkedIn Learning

Learn how to evaluate business processes using Excel 2016. Identify capacity, bottlenecks, underutilized resources, optimum batch size, order quantities, and more.

• LinkedIn Learning
• 1 hour 25 minutes
• On-Demand
• Free Trial Available

Databricks

Efficient Query Processing for Unstructured Data Using Machine Learning

Explore efficient query processing techniques for unstructured data using machine learning, including proxy scores and clustering methods to accelerate analysis and reduce costs.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Applied Algebraic Topology Network

Harish Chintakunta - Topological Data Analysis and Signal Processing

Explore topological data analysis in signal processing, covering embedding techniques, harmonic effects, and applications in seizure prediction and power grid oscillation detection.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Assisting 4D-STEM Data Processing by Machine Learning and Bayesian Optimization

Explore machine learning and Bayesian optimization techniques for processing 4D-STEM data, enhancing efficiency in materials analysis and electron ptychography reconstruction.

• YouTube
• 53 minutes
• On-Demand
• Free Video

USENIX

Beware, Data Processing! Proposing Categories for Risk Communication Related to Personal Data

Proposing information categories for better risk communication in personal data processing, based on expert and user studies, to improve understanding and decision-making for all stakeholders.

• YouTube
• 14 minutes
• On-Demand
• Free Video

BasisTech

The Key to Cost-Efficient Quality Text Annotation - Data Pre-Processing

Efficient data pre-processing techniques to reduce redundancy in text annotation, focusing on deduplication and normalization for various languages and character sets.

• YouTube
• 31 minutes
• On-Demand
• Free Video

A New Data Model for Time Series Data Processing

Innovative time series data model enhancing ingestion, query performance, and storage efficiency. Introduces "one table per collection point" and "supertable" concepts, with benchmark results demonstrating effectiveness.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Alan Turing Institute

Uncertainty-Tracking Computation Hardware for Processing Data from the Physical World

Explore innovative processor architecture for tracking uncertainty in computations, enhancing accuracy and efficiency in various domains from quantum algorithms to sensor data processing.

• YouTube
• 57 minutes
• On-Demand
• Free Video

AI/ML Data Pipeline Processing with Go Microservices at the Edge - Open Source Solution

Explore AI/ML data pipeline processing using Go microservices for edge computing in healthcare, featuring EdgeX Foundry, containerization, and distributed deployment strategies.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Real-time Trade Data Processing and Machine Learning at Giga-Scale with Hazelcast and FINOS Perspective

Explore scalable real-time trade data processing using Hazelcast and FINOS Perspective. Learn to architect high-performance applications combining streaming data, reference data, and machine learning for front and back office use-cases.

• YouTube
• 33 minutes
• On-Demand
• Free Video