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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


  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud en Français

    Skills you'll gain: Feature Engineering, Model Optimization, Tensorflow, Model Deployment, Keras (Neural Network Library), Model Training, Google Cloud Platform, Exploratory Data Analysis, Business Metrics, Data Preprocessing, Data Quality, Model Evaluation, Data Pipelines, Data Cleansing, Machine Learning Methods, Scikit Learn (Machine Learning Library), Machine Learning, Deep Learning, Performance Tuning, Dataflow

    ★ 4.2 (31) · Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Advanced AWS Architecture: Identity, Networking and Design

    Skills you'll gain: Security Controls, Authentications, Security Requirements Analysis, Identity and Access Management, AWS Identity and Access Management (IAM), Network Planning And Design, Authorization (Computing), Disaster Recovery, Network Architecture, Infrastructure Security, Cloud Computing Architecture, Amazon Web Services, Security Management, Virtual Private Networks (VPN), IT Security Architecture, Solution Architecture, Data Security, Multi-Tenant Cloud Environments, Network Security, Cloud Solutions

    Intermediate · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Responsible AI Practices

    Skills you'll gain: Responsible AI, AI Security, Human Centered Design, Data Ethics, Model Evaluation, Artificial Intelligence, AI literacy, Data Preprocessing

    ★ 4.1 (49) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Track Basic Metrics

    Skills you'll gain: Data-Driven Marketing, Email Marketing, Goal Setting, Marketing Analytics, Marketing Strategies, Marketing Effectiveness, Data-Driven Decision-Making, Campaign Management, Performance Metric, Dashboard, Key Performance Indicators (KPIs), Performance Analysis

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Supply Chain Network Optimization Using MILP on RStudio

    Skills you'll gain: Operations Research, Supply Chain Systems, Supply Chain, Supply Chain Management, Supply Chain Planning, Operational Analysis, Process Optimization, Model Optimization, Capacity Planning, Production Planning, Data Analysis, R Programming

    ★ 4.4 (14) · Beginner · Guided Project · Less Than 2 Hours

  • T

    Total Seminars

    Peripherals, Operating Systems, & Display

    Skills you'll gain: Peripheral Devices, Computer Displays, Remote Access Systems, Display Devices, Desktop Support, Operating System Administration, Microsoft Windows, Hardware Troubleshooting, Software Installation, USB, Computer Hardware, Technical Support and Services, System Configuration, Technical Support, Help Desk Support, Networking Hardware, Operating Systems, Technical Services, Data Storage

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Foundations of Probability and Random Variables

    Skills you'll gain: R Programming, Statistical Analysis, Statistical Methods, Combinatorics, Statistical Programming, Data Analysis, Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Bayesian Statistics, Data Science, Simulations

    Intermediate · Course · 1 - 3 Months

  • A

    Automatic Data Processing, Inc. (ADP)

    Employee Engagement & Retention Leadership

    Skills you'll gain: Team Building, Trustworthiness, Team Performance Management, Team Management, Teamwork, Productivity, Visionary, Peer Review, Team Motivation, Recognizing Others, Team Collaboration, Collaboration, Team Oriented, Employee Engagement, Rapport Building, Value Propositions, Team Leadership, People Development, Employee Performance Management, Employee Retention

    ★ 4.7 (20) · Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Create a Financial Statement using Microsoft Excel

    Skills you'll gain: Financial Statements, Microsoft Excel, Excel Formulas, Balance Sheet, Ledgers (Accounting), Financial Statement Analysis, Financial Data, Income Statement, Bookkeeping, Financial Reporting, Data Entry, Financial Accounting, Profit and Loss (P&L) Management, Spreadsheet Software, Month End Closing

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

  • E

    Edureka

    Advanced Java Concepts

    Skills you'll gain: JUnit, Apache Maven, Java Programming, Java, Unit Testing, Software Design Patterns, Test Automation, Build Tools, Software Design, Data Access, Maintainability, Software Testing, IntelliJ IDEA, SQL, Computer Programming, Programming Principles, Object Oriented Programming (OOP), Software Engineering, Software Development, Design Strategies

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    Build a Production SaaS Application with AI

    Skills you'll gain: Docker (Software), CI/CD, Containerization, LLM Application, Continuous Integration, Software As A Service, Product Development, Continuous Deployment, Commercialization, Large Language Modeling, Strategic Marketing, Software Development, Marketing Strategies, Application Deployment, Product Planning, Go To Market Strategy, API Design, Generative AI, Software Testing, GitHub

    Beginner · Course · 1 - 4 Weeks

  • U

    University at Buffalo

    Digital Manufacturing & Design

    Skills you'll gain: Manufacturing and Production, Digital Transformation, Manufacturing Processes, Manufacturing Operations, Production Process, Product Design, Automation, Digital Design, Digital Analysis, Safety and Security, Innovation, Advanced Analytics, Technology Roadmaps, Cybersecurity, Big Data

    ★ 4.7 (3.6K) · Beginner · Course · 1 - 4 Weeks

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

  • Machine Learning with TensorFlow on Google Cloud en Français: Google Cloud
  • Advanced AWS Architecture: Identity, Networking and Design: Packt
  • Responsible AI Practices: Amazon Web Services
  • Track Basic Metrics: Coursera
  • Supply Chain Network Optimization Using MILP on RStudio: Coursera
  • Peripherals, Operating Systems, & Display: Total Seminars
  • Foundations of Probability and Random Variables: Johns Hopkins University
  • Employee Engagement & Retention Leadership: Automatic Data Processing, Inc. (ADP)
  • Create a Financial Statement using Microsoft Excel: Coursera
  • Advanced Java Concepts: Edureka

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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