
Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Model Evaluation, Data Cleansing, Data Preprocessing, Data Manipulation, Data Analysis, Data Processing, Model Training, Scatter Plots, Statistical Analysis, Predictive Modeling, Regression Analysis, Statistical Methods, Data Transformation, Feature Engineering, Data Import/Export, Scientific Visualization, Data Visualization, Python Programming
★ 4.7 (20K) · Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Matplotlib, Web Scraping, Pivot Tables And Charts, Pandas (Python Package), Data Integration, Statistical Visualization, Data Manipulation, Exploratory Data Analysis, Data Wrangling, Data Visualization, Data-Driven Decision-Making, Data Transformation, Data Presentation, Data Processing, Data Cleansing, Data Preprocessing, Statistical Analysis, Seaborn, NumPy, Python Programming
★ 4.5 (43) · Beginner · Specialization · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, Unstructured Data, LLM Application, Large Language Modeling, Data Preprocessing, Metadata Management, Data Processing, JSON, Image Analysis, Data Transformation, Document Management, Vision Transformer (ViT)
★ 4.3 (19) · Beginner · Project · Less Than 2 Hours

DeepLearning.AI
Skills you'll gain: Web Scraping, Extract, Transform, Load, Data Manipulation, Data Wrangling, Data Preprocessing, Data Validation, Data Processing, Data Ethics, Data Import/Export, Data Cleansing, SQL, Data Transformation, JSON, Query Languages, Data Pipelines, Pandas (Python Package), Data Collection, Generative AI, Relational Databases, Unstructured Data
★ 4.5 (23) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, LangChain, LLM Application, Embeddings, Application Frameworks, Vision Transformer (ViT), Data Quality
Intermediate · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Prompt Engineering, Multimodal Prompts, Data Preprocessing, Generative AI, AI Integrations, Data Processing, Data Pipelines, Data Quality, Data Validation, JSON, Amazon Web Services, Data Governance, API Design, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Natural Language Processing, Artificial Intelligence, Software Development, Python Programming, Machine Learning
Advanced · Course · 1 - 3 Months

Coursera
Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Data Wrangling, Data Processing, Data Cleansing, Data Quality, Data Analysis, Data Transformation, Anomaly Detection, Data Manipulation, Data Integration, Model Training, Data Validation, Test Data, Data Import/Export, Statistical Methods, Statistical Analysis, Descriptive Statistics
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Preprocessing, Performance Tuning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Ethics, Generative AI, Responsible AI, Data Preprocessing, Generative Adversarial Networks (GANs), Generative Model Architectures, Data Processing, Data Manipulation, Feature Engineering, Data Quality, Data Cleansing, Data Wrangling, Data Synthesis, Data Transformation, Pandas (Python Package), Microsoft Copilot, Data Validation, Model Evaluation, Information Privacy, Anomaly Detection
★ 3.9 (39) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Matplotlib, Feature Engineering, Data Preprocessing, Seaborn, Plot (Graphics), Pandas (Python Package), Data Visualization, Statistical Visualization, Data Wrangling, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Data Analysis, Statistical Analysis, Statistical Machine Learning, Data Modeling, Data Engineering, Machine Learning, Statistical Modeling, Analysis, Regression Analysis
Mixed · Course · 1 - 4 Weeks
National Taiwan University
Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Processing, Data Manipulation, Data Transformation, Statistical Analysis, Descriptive Statistics, Computational Logic, Logical Reasoning, Debugging
Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Microsoft Excel, Excel Formulas, Data Quality, Data Cleansing, Spreadsheet Software, Data Wrangling, Business Logic, Data Transformation, Business Analysis, Business Reporting, Business Metrics, Data Manipulation, Data Preprocessing, Timelines, Data-Driven Decision-Making, Computational Logic, Performance Metric
Beginner · Course · 1 - 4 Weeks
Top-rated Data Preprocessing courses offered by DeepLearning.AI on Coursera.
Top-rated beginner-friendly Data Preprocessing courses with no prerequisites.