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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


  • C

    Coursera

    Analyze Logs: Fix LLM Hallucinations

    Skills you'll gain: Technical Communication, LLM Application, Debugging, Root Cause Analysis, Pandas (Python Package), Large Language Modeling, Retrieval-Augmented Generation, Business Metrics, Data Analysis, Analysis, Data Manipulation, Generative AI, Artificial Intelligence, Correlation Analysis

    Intermediate · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Design of Digital Circuits with VHDL Programming

    Skills you'll gain: Hardware Design, Verification And Validation, Computational Logic, Simulation and Simulation Software, Design Software, Integrated Development Environments, Test Script Development, Schematic Diagrams, Simulations, Dataflow

    ★ 4.3 (24) · Intermediate · Course · 1 - 4 Weeks

  • R

    Rutgers the State University of New Jersey

    Supply Chain Excellence Capstone

    Skills you'll gain: Financial Statement Analysis, Product Flow Diagram, Supply Chain, Financial Statements, Supply Chain Management, Supply Chain Systems, Case Studies, Financial Analysis, Supply Chain Planning, Financial Data, Supply Management, Process Mapping, System Implementation, Financial Acumen, Product Strategy, Plan Execution, Income Statement, Business Strategy, Product Planning, Complex Problem Solving

    ★ 4.8 (26) · Advanced · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    AI-assisted MATLAB Programming with ChatGPT

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, LLM Application, Large Language Modeling, Matlab, AI Personalization, Generative AI, Debugging

    ★ 4.8 (9) · Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Securing AI and Advanced Topics

    Skills you'll gain: Generative Adversarial Networks (GANs), AI Security, Fraud detection, Model Evaluation, Feature Engineering, Cybersecurity, Cyber Security Strategy, Reinforcement Learning, Model Optimization, Data Synthesis

    ★ 4.4 (25) · Intermediate · Course · 1 - 3 Months

  • L

    L&T EduTech

    Power System Stability

    Skills you'll gain: Control Systems, Electric Power Systems, Electrical Power, Simulation and Simulation Software, Engineering Analysis, Simulations, Power Electronics, Electrical Engineering, Systems Analysis, Mathematical Modeling, Network Model, Differential Equations

    ★ 4.9 (21) · Intermediate · Course · 1 - 4 Weeks

  • Q

    Queen Mary University of London

    Cloud Computing Law: Transactions

    Skills you'll gain: Cloud Deployment, Cloud Services, Legal Risk, Cloud Computing, Intellectual Property, Cloud Computing Architecture, Cloud Storage, Cloud Platforms, Contract Negotiation, Cloud Security, Vendor Contracts, Cyber Risk, Contract Review, Law, Regulation, and Compliance, Contract Management, Data Security, Data Governance, Negotiation, Regulatory Requirements, Cybersecurity

    ★ 4.9 (102) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Land, Agriculture, and Alternative Investing

    Skills you'll gain: Wealth Management, Estate Planning, Portfolio Management, Real Estate, Investments, Financial Industry Regulatory Authorities, Commercial Real Estate, Regulatory Compliance, Asset Management, Tax Planning, Finance, Risk Management, Return On Investment, Financial Analysis, Business Strategies, Strategic Planning, Business, Data Management, Financial Statements, Failure Analysis

    ★ 4.1 (17) · Intermediate · Specialization · 3 - 6 Months

  • B

    Board Infinity

    API Integration - End to End Web Development

    Skills you'll gain: Application Programming Interface (API), API Gateway, GraphQL, API Design, Restful API, OAuth, Software Documentation, Authentications, Debugging, Real Time Data, Authorization (Computing), Version Control

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimize Your Marketing Pipeline with AI

    Skills you'll gain: Conversion Funnel Analysis, Customer Relationship Management (CRM) Software, Growth Strategies, Process Improvement, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Blender to Unreal Engine - Become a Dungeon Prop Artist

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Visualization (Computer Graphics), Computer Graphics, Graphical Tools, Video Game Development, Animation and Game Design, UI Components, Model Optimization, File Management, Virtual Environment, Animations, Game Design, Data Import/Export, User Interface (UI), Image Quality, Performance Tuning

    ★ 4.4 (40) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Agentic AI Content for Practitioners: Product

    Skills you'll gain: Agentic Workflows, Prompt Engineering, Agentic systems, Prompt Patterns, AI Workflows, Generative AI Agents, AI Personalization, Context Engineering, AI literacy, Human Computer Interaction, Human Centered Design, Responsible AI, Experience Design, User Flows, Design Strategies

    Intermediate · Course · 1 - 4 Weeks

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

  • Analyze Logs: Fix LLM Hallucinations: Coursera
  • Design of Digital Circuits with VHDL Programming: L&T EduTech
  • Supply Chain Excellence Capstone: Rutgers the State University of New Jersey
  • AI-assisted MATLAB Programming with ChatGPT : Vanderbilt University
  • Securing AI and Advanced Topics: Johns Hopkins University
  • Power System Stability: L&T EduTech
  • Cloud Computing Law: Transactions: Queen Mary University of London
  • Land, Agriculture, and Alternative Investing: University of Illinois Urbana-Champaign
  • API Integration - End to End Web Development: Board Infinity
  • Optimize Your Marketing Pipeline with AI: Coursera

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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