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Columbia University offers its Certification of Professional Achievement in Data Sciences program as an extensive, flexible non-degree educational course which teaches fundamental data science competencies to working professionals. The program combines online and on-campus delivery to teach Data Science and Machine Learning and Probability & Statistics and Exploratory Data Analysis through practical projects and expert guidance which helps students develop their career paths.
This program will offer the following:
Master algorithms, probability, and statistical analysis for Data Science.
Build and deploy Machine Learning models for real-world datasets.
Perform Exploratory Data Analysis and Visualization using key tools and techniques.
Understand core concepts in data-driven decision-making and predictive modeling.
Complete real-world projects aligned with professional Data Science roles.
The program provides working professionals with flexible learning options through its online and on-campus programs. Candidates must finish 12 credits by taking four core courses. Students receive Columbia University certification which holds worldwide recognition along with practical project work and expert guidance.
Algorithms for Data Science: Core algorithms, problem-solving, optimization techniques
Probability & Statistics for Data Science: Descriptive statistics, probability theory, statistical modeling
Machine Learning for Data Science: Supervised & unsupervised learning, model evaluation
Exploratory Data Analysis & Visualization: Data cleaning, visualization techniques, insights generation
The program provides basic data science skills to all candidates who want to participate.
professionals who are just beginning their careers and those who have some work experience.
The program allows candidates without a degree to apply but recommends that they have some technical or quantitative expertise.
Columbia University provides a highly challenging Data Science certification program which receives international recognition and includes hands-on project work and online learning options and professional guidance from experienced mentors. Students acquire the essential technical competencies and analytical abilities necessary for success in data-driven professional fields.
The Certification of Professional Achievement in Data Sciences from Columbia University provides a career-focused pathway for professionals seeking growth or transition in data science. The program enables students to develop essential skills for future data roles through its combination of practical projects and flexible learning and professional mentorship.
