Data manipulation courses can help you learn data cleaning, transformation techniques, and exploratory data analysis. You can build skills in using functions for data aggregation, filtering datasets, and visualizing information effectively. Many courses introduce tools like Python, R, and SQL, that support handling large datasets and performing complex analyses. You'll also explore libraries such as Pandas and NumPy, which streamline data manipulation tasks and enhance your ability to derive insights from raw data.

Skills you'll gain: Apache Kafka, Database Design, Linux Commands, Data Warehousing, Bash (Scripting Language), SQL, Database Administration, Data Pipelines, IBM Cognos Analytics, Database Management, Apache Airflow, Database Architecture and Administration, Extract, Transform, Load, Data Visualization, Shell Script, IBM DB2, Data Store, Relational Databases, Dashboard, Star Schema
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Model Evaluation, Data Analysis, Predictive Modeling, Data Pipelines, Data Import/Export, Regression Analysis, Data Science, Pandas (Python Package), Data Manipulation, Predictive Analytics, Data Cleansing, Statistical Analysis, Scikit Learn (Machine Learning Library), Data Preprocessing, Matplotlib, Data Visualization, Scatter Plots, Python Programming
Intermediate · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Extract, Transform, Load, Data Modeling, Clinical Research, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Medical Privacy, Data Manipulation, Predictive Modeling, Database Design, Google Cloud Platform, Intensive Care Unit, Data Ethics, Data Quality, Natural Language Processing, Bioinformatics, Informatics, Text Mining, Clinical Informatics, R Programming
Intermediate · Specialization · 3 - 6 Months
University of Michigan
Skills you'll gain: Data Ethics, Informed Consent, Information Privacy, Personally Identifiable Information, Data Security, Data Governance, Ethical Standards And Conduct, Big Data, Responsible AI, Intellectual Property, Data Analysis, Social Studies, Sampling (Statistics)
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Warehousing, Extract, Transform, Load, IBM Cognos Analytics, IBM DB2, Star Schema, Snowflake Schema, PostgreSQL, Data Mart, Data Architecture, Data Modeling, Database Systems, Data Storage, Data Lakes, Databases, Data Storage Technologies, Dashboard, Query Languages, Data Validation, Data Cleansing, SQL
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Real Time Data, Model Deployment, Google Cloud Platform, Feature Engineering, PySpark, Data Pipelines, Cloud Storage, Data Import/Export, Dataflow, Big Data, Apache Spark, Business Requirements, Data Lakes, Apache Hadoop, Dashboard, Apache Airflow, Cloud Engineering, Tensorflow, Cloud Services, Data Warehousing
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Model Deployment, Feature Engineering, PySpark, Data Import/Export, Big Data, Apache Spark, Dashboard, Cloud Services, Cloud Deployment, Apache Hadoop, Applied Machine Learning, Data Architecture, Apache Hive, Application Programming Interface (API), Jupyter, Data Storage, Data Quality, Advanced Analytics, Serverless Computing, SQL
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Key Performance Indicators (KPIs), Marketing Analytics, Business Analytics, Analytics, Data Processing, Data Analysis, Data Visualization, Data Visualization Software, Performance Measurement, Data Cleansing, Business Intelligence, Business Metrics, Data Integration, Tableau Software, Data Manipulation, Pandas (Python Package), Exploratory Data Analysis, Marketing, Programming Principles, Data Management
Beginner · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Data Governance, SQL, Data Quality, Databases, Data Manipulation, Query Languages, Relational Databases, Data Modeling, Data Science, Data Transformation, Data Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Data Preprocessing, Package and Software Management, Data Analysis, Data Transformation, Data Integration, JSON, Object Oriented Programming (OOP), Data Wrangling, Data Science, Python Programming, Computer Programming, Programming Principles, Data Import/Export, Software Design, Mathematical Software, Computational Logic, Data Structures
Beginner · Specialization · 3 - 6 Months
University of Michigan
Skills you'll gain: File I/O, Data Structures, Python Programming, Programming Principles, Data Processing, Data Manipulation, Development Environment, Software Installation, Virtual Environment
Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Data Analysis Expressions (DAX), Data Ethics, Data Modeling, Data Governance, Data Architecture, Database Design, Power BI, Star Schema, Information Privacy, Data Visualization Software, Data Security, Data Integrity, Snowflake Schema, Relational Databases, Data Cleansing
Beginner · Course · 1 - 4 Weeks