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Data Cleaning Courses

Data cleaning courses can help you learn techniques for identifying and correcting errors in datasets, handling missing values, and standardizing data formats. You can build skills in data validation, outlier detection, and transforming raw data into a usable format. Many courses introduce tools like Python libraries such as Pandas and NumPy, as well as software like OpenRefine, that support executing data cleaning tasks efficiently and ensuring data quality for analysis.


Popular Data Cleaning Courses and Certifications


  • C

    Coursera

    Build a Machine Learning Image Classifier with Python

    Skills you'll gain: Data Preprocessing, Keras (Neural Network Library), Model Evaluation, Model Training, Image Analysis, Data Processing, Scientific Visualization, Data Transformation, Applied Machine Learning, Computer Vision, Jupyter, Deep Learning, Python Programming, Machine Learning

    ★ 4.1 (11) · Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Foundations and Core Concepts of PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Evaluation, Deep Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Artificial Intelligence, Model Optimization, Data Preprocessing, Regression Analysis, Software Installation, System Configuration

    ★ 4.5 (54) · Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    AI 인프라: 스토리지 옵션

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Storage, Data Infrastructure, Data Storage, Data Management, Data Processing, Model Training, Cloud Solutions, Kubernetes, Data Storage Technologies, AI Workflows, Data Preprocessing, Data Pipelines, Data Architecture, Model Deployment, Scalability, File Systems

    Intermediate · Course · 1 - 3 Months

  • S

    Stanford University

    Building Decarbonization and the Clean Energy Transition

    Skills you'll gain: Sustainable Architecture, HVAC, Building Design, Climate Change Mitigation, Sustainable Technologies, Sustainable Engineering, Commercial Construction, Environmental Issue, Waste Minimization, Sustainable Development, Energy and Utilities, Environmental Social And Corporate Governance (ESG), Environmental Regulations, Architectural Design, Corporate Sustainability, Electric Power Systems, Value Engineering, Facility Operations

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    AI Infrastructure : techniques de mise en réseau

    Skills you'll gain: Identity and Access Management, Google Cloud Platform, Virtual Networking, Cloud Infrastructure, Data Import/Export, Network Security, Network Performance Management, Cloud Computing Architecture, Network Planning And Design, Network Infrastructure, Data Migration, Generative AI, General Networking, Network Architecture, Network Routing, Model Optimization, Hardware Architecture, Load Balancing, Distributed Computing

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Master Financial Analysis & Reporting Techniques

    Skills you'll gain: Financial Reporting, Financial Statement Analysis, Financial Statements, Financial Analysis, Business Reporting, Inventory Accounting, Contract Accounting, Income Statement, Balance Sheet, Revenue Recognition, Financial Accounting, Fixed Asset, Financial Data, Cash Flows, Asset Management, Accounts Receivable, Performance Reporting, Accounts Payable and Receivable, Analysis, Finance

    Mixed · Course · 1 - 3 Months

  • T

    Total Seminars

    Vulnerability Scanning Network Attacks

    Skills you'll gain: Vulnerability Scanning, Metasploit, Penetration Testing, Vulnerability Assessments, Cyber Security Assessment, Network Security, Vulnerability Management, Brute-force attacks, Exploitation techniques, Network Monitoring, Network Troubleshooting, Security Engineering, Network Analysis, Wireless Networks, Network Protocols, Data Manipulation

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Infraestrutura de IA: opções de armazenamento

    Skills you'll gain: Google Cloud Platform, Cloud Storage, Cloud Infrastructure, Data Infrastructure, Data Management, Data Processing, Data Storage, Model Training, Data Storage Technologies, Kubernetes, Cloud Computing Architecture, Data Persistence, Model Deployment, Scalability, Distributed Computing, File Systems

    Intermediate · Course · 1 - 3 Months

  • P

    Pragmatic AI Labs

    Postgres From Zero

    Skills you'll gain: PostgreSQL, SQL, Transaction Processing, Relational Databases, Rust (Programming Language), Database Management, Query Languages, JSON, Docker (Software), Data Mapping, Data Access, Development Environment, Performance Tuning, Command-Line Interface

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Santa Cruz

    C++ For C Programmers, Part A

    Skills you'll gain: C++ (Programming Language), C and C++, Object Oriented Programming (OOP), Object Oriented Design, Algorithms, C (Programming Language), Programming Principles, Computer Programming, Graph Theory, Code Reusability, Memory Management, Data Structures, File I/O

    ★ 4.4 (2.3K) · Intermediate · Course · 1 - 3 Months

  • B

    Board Infinity

    Advance Multi-Agent Systems & Production AI with LangSmith

    Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, LangChain, Model Context Protocol, Vector Databases, AI Orchestration, LLM Application, Tool Calling, Agentic Workflows, Generative AI Agents, Large Language Modeling, Agentic systems, Embeddings, Model Deployment, Artificial Intelligence, Context Management, Scalability, JSON, Debugging, Data Persistence

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Principes de base pour les utilisateurs Snowflake

    Skills you'll gain: Query Languages, SQL, Google Cloud Platform, Identity and Access Management, Data Import/Export, Data Integration, Role-Based Access Control (RBAC), Data Modeling, Database Management, Database Design, Data Warehousing, Data Architecture, Real Time Data

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular data cleaning courses

  • Build a Machine Learning Image Classifier with Python: Coursera
  • Foundations and Core Concepts of PyTorch: Packt
  • AI 인프라: 스토리지 옵션: Google Cloud
  • Building Decarbonization and the Clean Energy Transition: Stanford University
  • AI Infrastructure : techniques de mise en réseau: Google Cloud
  • Master Financial Analysis & Reporting Techniques: EDUCBA
  • Vulnerability Scanning Network Attacks: Total Seminars
  • Infraestrutura de IA: opções de armazenamento: Google Cloud
  • Postgres From Zero: Pragmatic AI Labs
  • C++ For C Programmers, Part A: University of California, Santa Cruz

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