DataFrames Courses and Certifications

Trong loạt bài giảng này, bạn sẽ học được cách làm chủ những kiến thức cơ bản của ngôn ngữ lập trình thông kê R, bao gồm factors, list và data frame.

• DataCamp
• Self-Paced
• Free Trial Available

In questo corso introduttivo di R imparerai le basi di questo meraviglioso linguaggio open source: imparerai ad utilizzare i vettori, i fattori, le liste e i data frames.

• DataCamp
• Self-Paced
• Free Trial Available

Career Certificate

Deep Dive into Numpy and Pandas

487 ratings at CodeSignal

Master essential data manipulation and analysis using NumPy for numerical computing and Pandas for data wrangling, from basic array operations to advanced transformations and complex data analysis techniques.

• CodeSignal
• 15 hours
• Self-Paced
• Free Certificate
• 6 courses

Big Data Fundamentals with PySpark

1 rating

Learn the fundamentals of working with big data with PySpark.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Databricks

Sound Data Engineering in Rust - From Bits to DataFrames

Explore Rust for efficient data engineering, from low-level bit manipulation to high-performance DataFrames using Apache Arrow. Learn optimization techniques and benchmarks for improved data processing.

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

EuroPython Conference

Modern Data Science with Vaex - A New Approach to DataFrames and Pipelines

Explore efficient data processing for large datasets using Vaex, combining computational graphs and lazy evaluations with memory-mapped storage and out-of-core algorithms.

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

Career Certificate

Introduction to PySpark

222 ratings at CodeSignal

Master PySpark's distributed computing capabilities for big data processing, from RDDs and DataFrames to SQL operations and machine learning with MLlib, enhancing your data engineering toolkit.

• CodeSignal
• 10 hours
• Self-Paced
• Free Certificate
• 4 courses

Apache Spark with Scala - Hands On with Big Data!

18838 ratings at Udemy

Apache Spark tutorial with 20+ hands-on examples of analyzing large data sets, on your desktop or on Hadoop with Scala!

• Udemy
• 8 hours 51 minutes
• Self-Paced
• Paid Course

Taming Big Data with Apache Spark 4 and Python - Hands On!

17969 ratings at Udemy

PySpark tutorial with 40+ hands-on examples of analyzing large data sets on your desktop or on Hadoop with Python!

• Udemy
• 8 hours 49 minutes
• Self-Paced
• Paid Course

PySpark - Apache Spark Programming for Beginners (2026)

16194 ratings at Udemy

Master Apache Spark Programming in Python (PySpark) Using Databricks Free Edition - Recreated for 2026

• Udemy
• 1 day 4 hours 29 minutes
• Self-Paced
• Paid Course

Devoxx

Dataframes, Collections, and Streams in Java

Explore dataframes, collections, and streams in Java using built-in features and libraries like Eclipse Collections and Dataframe-EC. Learn to manipulate data efficiently for data science and collection management.

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

PyCon US

Developing on Google Cloud with Python and DataFrames

Explore Google Cloud's enhanced Python experience for building applications, pipelines, and analytics, focusing on BigQuery integration and DataFrame support for impactful business solutions.

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

Conf42

Streaming DataFrames: A New Way to Process Streaming Data - Conf42 Python 2024

Explore streaming DataFrames as a novel approach to process real-time data, enhancing efficiency and simplifying stream processing workflows for Python developers.

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

NDC Conferences

Graph the Planet - Wrangling GPU Graph Dataframes with GFQL

Discover GFQL, the first open source dataframe-native graph query language for massive scale GPU-accelerated graph analytics with seamless Python integration and up to 42X speedups.

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

Data Science Conference

Transforming DataFrames - Introduction to Graphs and Graph Neural Networks with PyTorch Geometric

Master graph structures and GNN implementation using PyTorch Geometric, from converting DataFrames to training models for enhanced predictive performance with interconnected data analysis.

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