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Columbia Courses

Columbia courses can help you learn data analysis, statistical modeling, machine learning, and data visualization techniques. You can build skills in programming with Python, R, and SQL, as well as in critical thinking and problem-solving for data-driven decision-making. Many courses introduce tools like Tableau for data visualization, TensorFlow for machine learning, and Jupyter Notebooks for interactive coding, allowing you to apply these skills in practical projects and real-world data challenges.

Popular Columbia Courses and Certifications


  • U

    University of Colorado Boulder

    Trees, SVM and Unsupervised Learning

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Unsupervised Learning, Decision Tree Learning, Artificial Neural Networks, Machine Learning Methods, Classification Algorithms, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Random Forest Algorithm, Predictive Modeling, Applied Mathematics, Dimensionality Reduction, Statistics

    4.1 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.1 (10) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Colorado Boulder

    컴퓨터 비전 분야에서의 딥 러닝 응용 사례

    Skills you'll gain: Image Analysis, Tensorflow, Computer Vision, Convolutional Neural Networks, Deep Learning, Machine Learning Software, Model Optimization, Machine Learning, Model Training, Artificial Neural Networks, Performance Tuning, Feature Engineering

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Avoiding Ethical Pitfalls in the Tech Industry

    Skills you'll gain: Business Ethics, Engineering Management, Decision Making, Leadership Studies, Ethical Standards And Conduct, Business Leadership, Leadership

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Colorado Boulder

    Your World and What Shapes It

    Skills you'll gain: Diversity Training, Diversity and Inclusion, Intercultural Competence, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Workplace inclusivity, Cultural Diversity, Diversity Programs, Cultural Responsiveness, Cultural Sensitivity, Leadership Studies, Self-Awareness, Organizational Leadership, Social Justice, Advocacy

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Colorado Boulder

    Our Place in the Cosmos

    Skills you'll gain: Environmental Monitoring, Physical Science, Physics, Environmental Science, Environment, Engineering, Scientific, and Technical Instruments, General Science and Research, Life Sciences, electromagnetics, Scientific Methods, Research

    4.2 stars, 29 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (29) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Introductory C Programming

    Skills you'll gain: Debugging, File I/O, Memory Management, Programming Principles, Maintainability, Software Testing, Program Development, C (Programming Language), Algorithms, Test Planning, Simulations, Test Case, System Programming, Computer Programming, Data Structures, Software Development, C and C++, Software Engineering, Problem Solving, Software Design

    4.6 stars, 7.5K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (7.5K) · Beginner · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Statistical Inference and Hypothesis Testing in Data Science Applications

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Data Ethics, Statistical Analysis, Statistical Inference, Statistics, Sample Size Determination, Sampling (Statistics), Probability Distribution

    4.6 stars, 55 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (55) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • N

    National Taiwan University

    東亞儒學:孟子一(East Asian Confucianisms: Mencius (1))

    Skills you'll gain: Political Sciences, Ancient History, Liberal Arts, Pedagogy, Social Sciences, Culture, Human Learning, Cultural Diversity, Conflict Management, Ethical Standards And Conduct, Social Justice, Intercultural Competence, Governance

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • T

    The Hong Kong University of Science and Technology

    Business Case Analysis

    Skills you'll gain: Business Communication, Case Studies, Data Visualization, English Language, Presentations, Oral Expression, Report Writing, Business Writing, Business Analysis, Analysis, Communication, Verbal Communication Skills, Language Competency, Business Reporting, Public Speaking, Writing, Target Audience, Persuasive Communication

    4.5 stars, 52 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (52) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Washington

    Data Science at Scale - Capstone Project

    Skills you'll gain: Feature Engineering, Model Evaluation, Data Analysis, Model Training, Predictive Modeling, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data-Driven Decision-Making, Data Preprocessing, Predictive Analytics, Data Collection, Applied Machine Learning, R Programming, Data Pipelines, Research, Supervised Learning, Technical Communication, Python Programming

    3.8 stars, 26 reviews, Mixed, Course, 1 - 3 Months

    ★ 3.8 (26) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Оценка компании по модели DCF

    Skills you'll gain: Financial Forecasting, Forecasting, Cash Flow Forecasting, Business Valuation, Financial Analysis, Financial Modeling, Equities, Cash Flows, Enterprise Modeling, Corporate Finance

    4.6 stars, 24 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

    Category: Free
    Free
  • U

    University of Colorado Boulder

    Project Management: Foundations and Initiation

    Skills you'll gain: Engineering Management, Stakeholder Analysis, Project Scoping, Team Leadership, Team Management, Scope Management, Team Performance Management, Project Management, Stakeholder Management, Leadership and Management, Team Building, Communication Strategies, Resource Management, Stakeholder Engagement, Stakeholder Communications, Risk Management, Agile Project Management, Agile Methodology, Business Communication

    4.7 stars, 991 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (991) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
1…891011

In summary, here are 10 of our most popular columbia courses

  • Trees, SVM and Unsupervised Learning: University of Colorado Boulder
  • 컴퓨터 비전 분야에서의 딥 러닝 응용 사례: University of Colorado Boulder
  • Avoiding Ethical Pitfalls in the Tech Industry: University of Colorado Boulder
  • Your World and What Shapes It: University of Colorado Boulder
  • Our Place in the Cosmos: University of Colorado Boulder
  • Introductory C Programming: Duke University
  • Statistical Inference and Hypothesis Testing in Data Science Applications: University of Colorado Boulder
  • 東亞儒學:孟子一(East Asian Confucianisms: Mencius (1)): National Taiwan University
  • Business Case Analysis: The Hong Kong University of Science and Technology
  • Data Science at Scale - Capstone Project: University of Washington

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