DataFrames Courses and Certifications

Data Manipulation in Julia

Master the essential skills of data manipulation in Julia. Learn how to inspect, transform, group, and visualize DataFrames using real-world datasets.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

MLOps.community

Dataframes Are All You Need: MLOps on Easy Mode

Explore the power of dataframes in MLOps with Jay Chia. Learn how this flexible abstraction simplifies complex data processing, analytics, and machine learning pipelines using Daft as an example.

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

Julia Scientific Programming

32 reviews

Learn Julia for scientific computing: high-performance language for data analysis, modeling, and visualization. Explore arrays, loops, SIR models, and statistical techniques through hands-on projects and real-world applications.

• Coursera
• 19 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Master how to work with big data and build machine learning models at scale using Spark!

• Udacity
• On-Demand
• Free Online Course

Streaming API Development and Documentation

Develop expertise in streaming data systems, build real-time analytics applications, and master Spark Streaming components while creating a continuous application with Structured Streaming.

• Udacity
• 2 weeks, 5-6 hours a week
• On-Demand
• Paid Course

Pandas Basics and DataFrame Manipulation

Master data manipulation fundamentals with Pandas, from loading datasets to performing basic analysis, filtering, and aggregation using real-world examples like student records and pet clinic data.

• CodeSignal
• On-Demand
• Free Certificate

Advanced Data Analysis with Pandas

Master advanced Pandas techniques for data analysis, from multi-level indexing to sophisticated aggregations and correlations. Learn to merge datasets, perform complex group operations, and extract meaningful insights from your data.

• CodeSignal
• On-Demand
• Free Certificate

Basic $TSLA Financial Data Handling in Pandas

Master Python data analysis by manipulating Tesla stock data with Pandas - from loading financial datasets to creating visualizations and filtering time series data for meaningful market insights.

• CodeSignal
• On-Demand
• Free Certificate

Python Libraries for Data Analysis

Master essential Python data analysis tools numpy and pandas through hands-on practice with arrays, dataframes, data selection, and manipulation techniques for real-world applications.

• CodeSignal
• On-Demand
• Free Certificate

Advanced Preprocessing and Collecting Techniques

Master advanced data preprocessing techniques, from DataFrame merging and grouping to filtering and sorting operations in Pandas. Enhance your ability to handle complex datasets and prepare them effectively for analysis.

• CodeSignal
• On-Demand
• Free Certificate

Microcredential

Deep Dive into Numpy and Pandas

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
• On-Demand
• Free Certificate
• 6 courses

Big Data Fundamentals with PySpark

19 ratings at DataCamp

Learn the fundamentals of working with big data with PySpark.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Apache Spark with Scala - Hands On with Big Data!

17908 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 58 minutes
• On-Demand
• Paid Course

pandas Foundations

Learn how to use the industry-standard pandas library to import, build, and manipulate DataFrames.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

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

16440 ratings at Udemy

PySpark tutorial with 20+ hands-on examples of analyzing large data sets on your desktop or on Hadoop with Python!

• Udemy
• 7 hours 2 minutes
• On-Demand
• Paid Course