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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

    Data Streaming and NLP with PySpark

    Skills you'll gain: PySpark, Data Pipelines, Apache Spark, Dashboard Creation, Dashboard, Interactive Data Visualization, Data Processing, Real Time Data, Natural Language Processing, Distributed Computing, Deep Learning, Performance Tuning

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Cloudera

    Managing Big Data in Clusters and Cloud Storage

    Skills you'll gain: Apache Hive, Database Management, SQL, Database Management Systems, Big Data, Database Systems, Amazon Web Services, Databases, Data Management, Amazon S3, Apache Hadoop, Data Storage, Query Languages, Data Storage Technologies, Cloud Storage, Extract, Transform, Load, Data Import/Export, Performance Tuning, File Systems, File Management

    4.7 stars, 299 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (299) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    Tsinghua University

    Data Structures and Algorithms (III)

    Skills you'll gain: Data Structures, Database Management Systems, System Design and Implementation, Programming Principles, Algorithms

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Java Built in Data Structures

    Skills you'll gain: Java, Data Structures, File I/O, Java Programming, Data Access, Data Cleansing

    4.6 stars, 20 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (20) · Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Streaming Data to Bigtable

    Skills you'll gain: Dataflow, Google Cloud Platform, NoSQL, Cloud Storage, Data Pipelines, Data Integration, Data Storage Technologies, Data Processing, Big Data, Cloud Management, Data Validation

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Advanced Data Analysis and Visualization with Pandas

    Skills you'll gain: Matplotlib, Plot (Graphics), Pandas (Python Package), Data Import/Export, Data Visualization Software, Microsoft Excel, Spreadsheet Software, Data Presentation, Graphing, Time Series Analysis and Forecasting, Data Analysis, Data Manipulation, File I/O

    4.8 stars, 17 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.8 (17) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Essential Causal Inference Techniques for Data Science

    Skills you'll gain: Regression Analysis, Data Science, Machine Learning Methods, Statistical Machine Learning, Data-Driven Decision-Making, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, R (Software), Statistical Programming

    4.5 stars, 39 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (39) · Beginner · Guided Project · Less Than 2 Hours

  • D

    DeepLearning.AI

    Building Multimodal Data Pipelines

    Skills you'll gain: Retrieval-Augmented Generation, Multimodal Prompts, Embeddings, Large Language Modeling, Generative AI, Data Processing, Data Pipelines, Image Analysis, Prompt Engineering, Unstructured Data, Natural Language Processing, Text Mining, Computer Vision, Vector Databases, Data Capture, Sampling (Statistics)

    Intermediate · Project · Less Than 2 Hours

    Category: New
    New
    Category: Free
    Free
  • O

    Oracle

    Oracle Data Platform Foundations Associate

    Skills you'll gain: Oracle Cloud, Oracle Databases, Oracle Cloud Applications, Data Infrastructure, Data Architecture, Data Migration, Database Administration, Database Software, Data Lakes, Database Architecture and Administration, Data Integration, NoSQL, Database Management, Cloud Management, MySQL, Cloud Deployment, Data Security, Security Controls, Machine Learning Methods

    4.6 stars, 8 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (8) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Python for Data Science: Real Projects & Analytics

    Skills you'll gain: NumPy, Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Statistical Programming, Histogram, Statistical Analysis, Database Application, Database Software, Python Programming

    4.6 stars, 39 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (39) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Troubleshooting and Solving Data Join Pitfalls

    Skills you'll gain: Exploratory Data Analysis, Google Analytics, Data Integration, Data Manipulation, SQL, Database Administration, Data Validation

    Beginner · Project · Less Than 2 Hours

  • E

    EDUCBA

    Master Excel Fundamentals for Data Analysis

    Skills you'll gain: Data Presentation, Data Analysis

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data collection courses

  • Data Streaming and NLP with PySpark: Edureka
  • Managing Big Data in Clusters and Cloud Storage: Cloudera
  • Data Structures and Algorithms (III): Tsinghua University
  • Java Built in Data Structures: Coursera
  • Streaming Data to Bigtable: Google Cloud
  • Advanced Data Analysis and Visualization with Pandas: Packt
  • Essential Causal Inference Techniques for Data Science: Coursera
  • Building Multimodal Data Pipelines: DeepLearning.AI
  • Oracle Data Platform Foundations Associate: Oracle
  • Python for Data Science: Real Projects & Analytics: EDUCBA

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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