Big Data Courses and Certifications

Devoxx

Unlocking the Power of Big Data, Analytics & AI

A look behind a mobile payments app at its Big Data, analytics, and AI systems, from conversational assistant to recommendations and search.

• YouTube
• 41 minutes
• Self-Paced
• Conference Talk

Scaling Machine Learning Workflows to Big Data with Fugue

See how Fugue lets Python data science code move from a single machine to Spark or Dask with minimal changes.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

Volcano for FinTech Big Data on Kubernetes

How Volcano supports FinTech big-data workloads on Kubernetes.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

PASS Data Community Summit

From Docker to Big Data Cluster - A New Era for SQL Server

Explore SQL Server 2019 in containers and Kubernetes, then create and use a Big Data Cluster with T-SQL and basic Python scripts.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

The ABCs of BDCs - Big Data Clusters for Beginners

See how SQL Server Big Data Clusters combine relational and nonrelational data with HDFS and Spark, and what deployments and use cases suit them.

• YouTube
• 49 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Navigate Your Big Data Journey with AWS Big Data Services

Trace a big-data solution across its lifecycle, using Jupyter notebooks to connect AWS services from streaming ingestion through visualization.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Deploying SQL Server Big Data Clusters

Demystifies Kubernetes as the foundation for SQL Server Big Data Clusters and compares on-premises and cloud deployments, including security considerations.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Presenting Big Data Clusters for SQL Server 2019

See how SQL Server 2019 combines Spark, Hadoop, containers, and Kubernetes in a single Big Data Clusters deployment for organizational analytics.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Data Virtualization - Data Lake Power Using SQL Big Data Cluster

Explore how SQL Server 2019 Big Data Clusters virtualize data across cloud and on-premises sources without moving it.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Conference Talk

Black Hat

An Offensive Approach to Analyzing Huge and Complex Big Data Infrastructures

A methodology for finding attack vectors across the four layers of big data infrastructure, where complexity can leave security behind.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Hyper Speed! When Big Data Blooms

See how Bloom filters and related probabilistic data structures help process high volumes of telemetry quickly and with less memory.

• YouTube
• 48 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Hyper Speed! When Big Data Blooms

See how Bloom filters help a telemetry platform process nearly 65,000 JSON payloads per second with high speed and low space use.

• YouTube
• 55 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Hyper Speed! When Big Data Blooms

The talk explores the challenge of processing nearly 65,000 JSON telemetry payloads per second from clients around the world.

• YouTube
• 49 minutes
• Self-Paced
• Conference Talk

Migrating Hybrid Big Data Platforms at Scale to Kubernetes

A case study in moving legacy Hadoop workloads to Kubernetes, with a focus on noisy-workload control and resource management in shared clusters.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Design Patterns for Running AI/ML and Big Data Workloads on Kubernetes

Explore design patterns for handling container placement, data sharing, governance, and scaling challenges when running AI/ML and big data engines on Kubernetes.

• YouTube
• 32 minutes
• Self-Paced
• Free Video