Big Data Courses and Certifications

GOTO Conferences

From Big Data Mess to Data as an Innovation Enabler

Explore OLX Group's data journey: collecting billions of events, designing cloud architecture, ensuring secure access, and driving innovation with ML tools for a platform rivaling Twitter's user base.

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

GOTO Conferences

Big Data, Bad Analogies

Exploring data management concepts from prehistory to modern era, debunking analogies, and examining design principles to guide architecture decisions and avoid technical debt.

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

Black Hat

Breaking Big Data - Evading Analysis of the Metadata of Your Life

Explore techniques to protect your digital privacy and evade metadata analysis in an era of pervasive surveillance by governments and corporations.

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

PyCon US

Small Big Data - Using NumPy and Pandas When Your Data Doesn't Fit in Memory

Techniques for processing data too big for memory but too small for Big Data clusters, using NumPy and Pandas: compression, batching, and indexing for efficient data handling.

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

PASS Data Community Summit

Big Data Architectures and The Data Lake - Cloud

Explore big data architectures, data lakes, and modern data warehousing. Learn about Hadoop, cloud benefits, and strategies to effectively manage and analyze large-scale data for business intelligence.

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

PASS Data Community Summit

SQL Server 2019 Big Data Clusters Architecture - Modernizing Your Data Platform

Explore SQL Server 2019's big data cluster architecture, integrating SQL Server with HDFS for petabyte-scale storage and leveraging Kubernetes for scalable data processing and virtualization.

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

PASS Data Community Summit

Real-Time Big Data Analytics with R

Explore real-time big data analytics using R, covering data distillation, model development, validation, deployment, refresh, and scoring. Learn to integrate R with Hadoop and database systems.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Conference Talk

EuroPython Conference

Big Data Beautiful Visualization on the Browser with Bokeh

Explore interactive data visualization using Bokeh, a Python library for creating web-based graphics. Learn its design, API layers, and powerful features through comprehensive examples.

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

CodeWithYu

Big Data Analytics with AI: Enhancing Pandas for Advanced Data Processing

Revolutionize data analysis by merging Pandas with AI. Automate cleaning, create smart visualizations, and perform predictive analytics using OpenAI's language models.

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

Devoxx

Mnemosyne - A Distributed Bitmapped Indexing Layer for Big Data

Explore building a distributed indexing layer for big data, covering design principles, data ingestion, storage, modeling, and in-memory computing techniques for scalable, real-time querying.

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

Learn Practical Apache Beam in Java | BigData framework

357 ratings at Udemy

Open Source Apache Beam using java | Big data Pipeline

• Udemy
• 4 hours 55 minutes
• Self-Paced
• Paid Course

Data Science with Analogies, Algorithms and Solved Problems

353 ratings at Udemy

Machine learning, Data Mining, Data Science, Deep Learning, Data analysis, Data analytics, Python, Visualization

• Udemy
• 1 hour 19 minutes
• Self-Paced
• Free Online Course

Apply finance concepts for smart project management

350 ratings at Udemy

Learn to read financial statements and make meaningful interpretations for business decisions in the age of big data.

• Udemy
• 2 hours 19 minutes
• Self-Paced
• Paid Course

Complete PySpark & Google Colab Primer For Data Science

310 ratings at Udemy

Develop Practical Machine Learning & Neural Network Models With PySpark and Google Colab

• Udemy
• 4 hours 23 minutes
• Self-Paced
• Paid Course

Data Lake Fundamentals

301 ratings at Udemy

Harness the power of advanced data analytics, AI, and machine learning

• Udemy
• 1 hour 54 minutes
• Self-Paced
• Paid Course