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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

    Generative AI for Automation

    Skills you'll gain: Prompt Patterns, Generative AI Agents, AI Orchestration, AI Workflows, Business Process Automation, Make.com, Large Language Modeling, Automation, ChatGPT, Agentic systems, Generative Model Architectures, Agentic Workflows, LangChain, Responsible AI, AI Security, Workflow Management, OpenAI, Process Optimization, Application Programming Interface (API), Decision Support Systems

    ★ 4.3 (21) · Beginner · Specialization · 1 - 3 Months

  • E

    Edureka

    Learn Generative AI with LLMs

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Google Gemini, ChatGPT, OpenAI, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Prompt Engineering, Applied Machine Learning, Machine Learning, Deep Learning, Machine Learning Algorithms, Computer Vision, Predictive Modeling, Supervised Learning, Text Mining

    ★ 3.7 (67) · Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Build and deploy a stroke prediction model using R

    Skills you'll gain: Feature Engineering, Model Evaluation, Predictive Modeling, Model Deployment, Model Training, Predictive Analytics, R (Software), R Programming, Data Analysis, Statistical Modeling, Statistical Analysis, Data Wrangling, Data Cleansing, Data Manipulation, Classification Algorithms, Data Import/Export, Data Preprocessing, Data Presentation, Machine Learning

    ★ 4.5 (33) · Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    DSA In Python + Top 130 Leetcode Problems for MAANG

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Computer Programming, Python Programming, Computational Thinking, Data Science, Theoretical Computer Science, Data Processing, Geometry, Data Analysis Expressions (DAX), Data Manipulation, Performance Tuning, Data Analysis, Data Management, Applied Mathematics

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Present Financial Models: Storyboard to Success

    Skills you'll gain: Data Presentation, Data Visualization, Data Storytelling, Financial Modeling, Presentations, Data-Driven Decision-Making, Storytelling, Business Communication, Persuasive Communication

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Modeling Climate Anomalies with Statistical Analysis

    Skills you'll gain: Statistical Analysis, Statistical Methods, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Plot (Graphics), Data Visualization Software, Statistical Visualization, Data Integration, Data Collection, Data Access, Data Manipulation, Application Programming Interface (API)

    ★ 4.4 (7) · Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Generative AI Models and Transformer Networks Certification

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, Model Training, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing

    ★ 3.5 (14) · Beginner · Specialization · 1 - 3 Months

  • O

    O.P. Jindal Global University

    Machine Learning

    Skills you'll gain: Model Evaluation, Supervised Learning, Model Training, Scikit Learn (Machine Learning Library), Tensorflow, Model Deployment, Applied Machine Learning, Artificial Neural Networks, Python Programming, NumPy, Machine Learning Algorithms, Matplotlib, Deep Learning, Image Analysis, Machine Learning, Model Optimization, Embeddings, Pandas (Python Package), Natural Language Processing

    ★ 3.9 (9) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Task & Time Management

    Skills you'll gain: Time Management, Project Management Software, Data Entry, Goal Setting, Dashboard, Timelines, Project Coordination, Coordinating, Risk Analysis, Project Management, Capacity Planning, Workflow Management, Project Scoping, Project Performance, Trend Analysis, Resource Allocation, Key Performance Indicators (KPIs), Data Management, Analytics, Business

    Beginner · Course · 3 - 6 Months

  • M

    Microsoft

    Scenario and Root Cause Analysis with Generative AI

    Skills you'll gain: Responsible AI, Risk Mitigation, Risk Analysis, Risk Management, Generative AI, Root Cause Analysis, Data-Driven Decision-Making, Analysis, Strategic Decision-Making, AI Integrations, Trend Analysis, Strategic Thinking, Data Strategy, Data Analysis, Data Ethics, Decision Making, Strategic Planning

    ★ 4.7 (20) · Intermediate · Course · 1 - 4 Weeks

  • I

    ISACA

    Auditing Generative AI: Strategy, Analysis & Risk Mitigation

    Skills you'll gain: Generative AI, Responsible AI, Auditing, AI Product Strategy, Compliance Auditing, Generative Model Architectures, AI literacy, Internal Auditing, Risk Analysis, Risk Management, Artificial Intelligence, Risk Mitigation, Machine Learning Methods

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

  • J

    John Wiley & Sons

    Leading AI Projects and Building the Right Culture

    Skills you'll gain: AI Enablement, AI Product Strategy, Data Strategy, Digital Transformation, Data Management, Technology Strategies, Strategic Leadership, Business Transformation, Cloud Services, Project Management, Data Governance, Culture Transformation, Business Leadership, Initiative and Leadership, Artificial Intelligence, Workforce Development, Project Estimation, People Development, Talent Management, Business

    Intermediate · Course · 1 - 3 Months

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

  • Generative AI for Automation: Edureka
  • Learn Generative AI with LLMs: Edureka
  • Build and deploy a stroke prediction model using R: Coursera
  • DSA In Python + Top 130 Leetcode Problems for MAANG: Packt
  • Present Financial Models: Storyboard to Success: Coursera
  • Modeling Climate Anomalies with Statistical Analysis: University of Colorado Boulder
  • Generative AI Models and Transformer Networks Certification: Simplilearn
  • Machine Learning: O.P. Jindal Global University
  • Task & Time Management: Coursera
  • Scenario and Root Cause Analysis with Generative AI: Microsoft

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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