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Data Collection Courses

Data collection courses can help you learn survey design, sampling techniques, data cleaning, and statistical analysis. You can build skills in qualitative and quantitative research methods, data visualization, and ethical considerations in data handling. Many courses introduce tools like Excel for data manipulation, R for statistical analysis, and software like Qualtrics for survey creation, showing how these skills are applied in real-world research settings.

Popular Data Collection Courses and Certifications


  • E

    Edureka

    AutoML: Build ML Models without Code

    Skills you'll gain: Image Analysis, Model Deployment, Reinforcement Learning, Google Cloud Platform, Computer Vision, No-Code Development, Feature Engineering, Applied Machine Learning, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Google Sheets, Deep Learning, Machine Learning Software, Cloud Deployment, Convolutional Neural Networks, Model Evaluation, Predictive Modeling, Machine Learning, Data Science

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    ARM Cortex (STM32) Fundamentals: Building Embedded Systems

    Skills you'll gain: Embedded Systems, Embedded Software, C (Programming Language), C and C++, Programming Principles, Memory Management, Hardware Architecture, Computational Logic, Computer Architecture, Computer Programming, Peripheral Devices, Data Storage

    ★ 4.5 (43) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Learn to Teach Java

    Skills you'll gain: Debugging, Object Oriented Programming (OOP), Object Oriented Design, Java Programming, Java, Teaching, Programming Principles, Program Development, Pedagogy, Computer Programming, Software Design, Computational Thinking, Education Software and Technology, Cultural Responsiveness, Digital pedagogy, Test Case, Computational Logic, Algorithms, Data Structures

    ★ 4.7 (57) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    GenAI for Business Analysts: Faster Insights

    Skills you'll gain: Responsible AI, Business Analysis, Business Process Modeling, Business Analytics, Stakeholder Management, Generative AI Agents, Business Process, Stakeholder Communications, Business Workflow Analysis, Business Process Improvement, AI Integrations, SQL

    ★ 4.6 (34) · Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Lean Six Sigma Green Belt Professional Training

    Skills you'll gain: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Organizational Change, Lean Methodologies, Statistical Hypothesis Testing, Process Improvement and Optimization, Lean Manufacturing, Organizational Leadership, Quality Management, Process Analysis, Process Improvement, Correlation Analysis, Project Scoping, Kaizen Methodology, Data-Driven Decision-Making, Root Cause Analysis, Statistical Analysis, Quality Monitoring

    ★ 5 (75) · Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    NLP: Fine-Tune & Preprocess Text

    Skills you'll gain: Fine-tuning, Natural Language Processing, Model Training, Data Wrangling, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Vision Models: Train and Evaluate

    Skills you'll gain: Model Training, Failure Analysis, Deep Learning, AI Workflows, Applied Machine Learning, Data Pipelines, Performance Metric, Scripting

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Build & Optimize TensorFlow ML Workflows

    Skills you'll gain: Tensorflow, Model Optimization, Keras (Neural Network Library), Model Training, MLOps (Machine Learning Operations), Data Pipelines, Performance Tuning, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

  • D

    Dartmouth College

    C Programming: Modular Programming and Memory Management - 3

    Skills you'll gain: C (Programming Language), Memory Management, System Programming, Computer Architecture, Embedded Software, Programming Principles, Code Reusability, Computer Programming, Linux

    ★ 4.8 (62) · Beginner · Course · 1 - 3 Months

  • W

    Whizlabs

    Exam Prep CKA: Certified Kubernetes Administrator

    Skills you'll gain: Kubernetes, Docker (Software), Network Troubleshooting, Containerization, Cloud Infrastructure, Application Deployment, Scalability, Virtual Networking, Role-Based Access Control (RBAC), Network Monitoring, System Monitoring, Configuration Management, Software Installation, Data Persistence

    ★ 3.2 (12) · Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply Natural Language Processing Techniques in Python

    Skills you'll gain: Data Transformation, Unstructured Data, Feature Engineering, Predictive Analytics, Applied Machine Learning, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • S

    Skillshare

    Adobe Illustrator Essentials

    Skills you'll gain: Adobe Illustrator, Color Theory, Graphics Software, Creative Design, Design Elements And Principles, Graphical Tools, Graphic and Visual Design, Visualization (Computer Graphics), Design Software, Data Import/Export, Typography, Graphic Design, Graphic and Visual Design Software, Adobe Creative Cloud, Digital Design, Computer Graphic Techniques

    ★ 4.5 (10) · Beginner · Specialization · 1 - 3 Months

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

  • AutoML: Build ML Models without Code: Edureka
  • ARM Cortex (STM32) Fundamentals: Building Embedded Systems: EDUCBA
  • Learn to Teach Java: University of California San Diego
  • GenAI for Business Analysts: Faster Insights: Coursera
  • Lean Six Sigma Green Belt Professional Training: EDUCBA
  • NLP: Fine-Tune & Preprocess Text: Coursera
  • Vision Models: Train and Evaluate: Coursera
  • Build & Optimize TensorFlow ML Workflows: Coursera
  • C Programming: Modular Programming and Memory Management - 3: Dartmouth College
  • Exam Prep CKA: Certified Kubernetes Administrator: Whizlabs

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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