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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


  • A

    Amazon Web Services

    Gen AI Dev- Select and Configure Foundation Models

    Skills you'll gain: AI Workflows, Generative AI, Amazon CloudWatch, LLM Application, Prompt Engineering, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Amazon Web Services, Software Design, Application Frameworks, Deep Learning, System Monitoring, Cloud Computing, Software Development, Machine Learning, Natural Language Processing

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • A

    Amazon Web Services

    Gen AI Dev- Implementing Cost Opt. & Resource Eff Strategies

    Skills you'll gain: Token Optimization, Generative AI, Model Optimization, Prompt Engineering, Large Language Modeling, Cloud Deployment, Retrieval-Augmented Generation, System Monitoring, Amazon Web Services, Performance Tuning, Amazon CloudWatch, Scalability, Cloud Computing, Serverless Computing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Software Development, Natural Language Processing, Machine Learning

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • J

    Johns Hopkins University

    The R Programming Environment

    Skills you'll gain: R (Software), Tidyverse (R Package), Web Scraping, Data Manipulation, Data Wrangling, R Programming, Data Transformation, Memory Management, Data Cleansing, Data Science, Statistical Programming, Data Integration, Data Processing, grep, Text Mining, Data Import/Export, Web Services, Data Analysis, Data Structures

    4.3 stars, 1.2K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (1.2K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Machine Learning Foundations for Product Managers

    Skills you'll gain: Deep Learning, Model Evaluation, Unsupervised Learning, Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Artificial Neural Networks, Decision Tree Learning, Model Training, Computer Vision, Logistic Regression, Supervised Learning, Machine Learning Algorithms, Natural Language Processing, Data Science, Predictive Analytics

    4.7 stars, 863 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (863) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Board Infinity

    AI Image Generation in Python: Stable Diffusion & LoRA

    Skills you'll gain: Generative AI, Prompt Engineering, Generative Model Architectures, Multimodal Prompts, Model Deployment, AI Workflows, PyTorch (Machine Learning Library), Image Quality, Model Optimization, Model Training, Context Management, Web Applications, Performance Tuning, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Glasgow

    Applied AI for Engineers and Scientists: Practitioners

    Skills you'll gain: NumPy, Generative AI, Data Preprocessing, Model Evaluation, Scikit Learn (Machine Learning Library), LLM Application, Deep Learning, Python Programming, Prompt Engineering, Feature Engineering, Operations Research, Dimensionality Reduction, Algorithms, Object Oriented Programming (OOP), Mathematical Modeling, Matplotlib, Data Structures, Unit Testing, Data Visualization, Performance Analysis

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Madecraft

    Advanced Pandas

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • E

    EDUCBA

    Applied Deep Learning and neural networks

    Skills you'll gain: Computer Vision, Deep Learning, Image Analysis, Convolutional Neural Networks, Exploratory Data Analysis, Feature Engineering, Tensorflow, Model Training, Predictive Modeling, Transfer Learning, Applied Machine Learning, Machine Learning Methods, Application Development, Predictive Analytics, Model Evaluation, Machine Learning, Network Model, Analytics, Network Architecture, Design

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Regression Models

    Skills you'll gain: Regression Analysis, Statistical Analysis, Statistical Modeling, Logistic Regression, Data Science, Data Analysis, Statistical Methods, Model Evaluation, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing

    4.4 stars, 3.4K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (3.4K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N
    G
    G
    N

    Multiple educators

    Machine Learning for Trading

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Machine Learning Methods, Model Evaluation, Machine Learning, Google Cloud Platform, Model Training, Machine Learning Algorithms, Financial Trading, Reinforcement Learning, Recurrent Neural Networks (RNNs), Supervised Learning, Data Pipelines, Machine Learning Software, Time Series Analysis and Forecasting, Applied Machine Learning, Statistical Machine Learning, Model Optimization, Deep Learning, Portfolio Management

    3.8 stars, 1.2K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 3.8 (1.2K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    AI Literacy for Everyone

    Skills you'll gain: ChatGPT, Critical Thinking, AI literacy, Independent Thinking, Generative Model Architectures, Generative AI, Adaptability, Strategic Thinking, AI Enablement, Data Analysis, Organizational Leadership, Leadership Studies, AI powered creativity, Data Ethics, Large Language Modeling, AI Personalization, Model Training, Model Evaluation, AI Integrations, Prompt Engineering

    4.7 stars, 577 reviews, Beginner, Specialization, 3 - 6 Months

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

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Banco Interamericano de Desarrollo

    HydroBID: Tecnología para la gestión del recurso hídrico

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
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In summary, here are 10 of our most popular data collection courses

  • Gen AI Dev- Select and Configure Foundation Models: Amazon Web Services
  • Gen AI Dev- Implementing Cost Opt. & Resource Eff Strategies: Amazon Web Services
  • The R Programming Environment: Johns Hopkins University
  • Machine Learning Foundations for Product Managers: Duke University
  • AI Image Generation in Python: Stable Diffusion & LoRA: Board Infinity
  • Applied AI for Engineers and Scientists: Practitioners: University of Glasgow
  • Advanced Pandas: Madecraft
  • Applied Deep Learning and neural networks: EDUCBA
  • Regression Models: Johns Hopkins University
  • Machine Learning for Trading: New York Institute of Finance

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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