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  • Computational Biology

Computational Biology Courses

Computational biology courses can help you learn genetic sequencing, protein structure prediction, and biological data analysis. You can build skills in algorithm development, statistical modeling, and data visualization techniques. Many courses introduce tools like Python, R, and bioinformatics software, that support analyzing complex biological datasets and simulating biological processes.

Popular Computational Biology Courses and Certifications


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    Coursera

    Building, Optimizing, and Validating Machine Learning Models

    Skills you'll gain: Model Training, Model Optimization, Model Evaluation, Machine Learning Software, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Feature Engineering, Workflow Management, Verification And Validation, Machine Learning, Supervised Learning, Statistical Machine Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Benchmarking, Random Forest Algorithm, Performance Analysis, Cost Management, Resource Utilization

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced Data Structures & Algorithms in Practice

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Computer Programming, Computational Thinking, Theoretical Computer Science, Python Programming, Model Optimization

    Intermediate · Course · 1 - 3 Months

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    Universidad Nacional Autónoma de México

    Salud desde las ciencias de la complejidad

    Skills you'll gain: Systems Thinking, Behavioral Health, Health Promotion, Health Care, Public Health, Physiology, Biology, Life Sciences, Environmental Science, General Medical Tests and Procedures, Medical Practices and Procedures

    Intermediate · Course · 1 - 3 Months

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    Logical Operations

    PCEP: Python Conditionals, Loops, Functions, and Exceptions

    Skills you'll gain: Code Reusability, Program Development, Python Programming, Maintainability, Programming Principles, Debugging, Computer Programming, Software Development, Computational Logic

    Mixed · Course · 1 - 4 Weeks

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    O.P. Jindal Global University

    Complexity and Public Policy

    Skills you'll gain: Systems Thinking, Complex Problem Solving, Policy Analysis, Research, and Development, Policy Analysis, Policy Development, Economics, Policy, and Social Studies, Public Policies, Health Policy, Climate Change Programs, Program Evaluation, Sustainable Development, Agentic systems, Environmental Issue, Social Sciences, Human Services, Economics, Ethical Standards And Conduct, Data Storytelling

    Build toward a degree

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Master Golang Programming from Fundamentals to Concurrency

    Skills you'll gain: Go (Programming Language), Data Structures, Programming Principles, System Programming, Development Environment, Computational Logic, Program Development, Software Installation

    Beginner · Course · 1 - 3 Months

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    O.P. Jindal Global University

    Introduction to Data Science (Public Policy)

    Skills you'll gain: Web Scraping, Research Design, Matplotlib, Research, Data Ethics, Plot (Graphics), Data Processing, Data Collection, Seaborn, Text Mining, Data Visualization, Data Science, Economics, Policy, and Social Studies, Data Literacy, Data Visualization Software, Pandas (Python Package), JSON, Data Analysis, Python Programming, Data Import/Export

    Build toward a degree

    Beginner · Course · 1 - 3 Months

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    Packt

    Data Structures Algorithms in Java – SECRETS to Ace LeetCode

    Skills you'll gain: Data Structures, Object Oriented Programming (OOP), Java Programming, Object Oriented Design, Computational Thinking, Algorithms, Debugging, Java, Applied Mathematics, Programming Principles, Computer Programming, Theoretical Computer Science, Numerical Analysis, Computer Programming Tools, Mathematical Theory & Analysis, Pseudocode, Software Installation, Software Architecture, Performance Tuning, Other Programming Languages

    Intermediate · Specialization · 3 - 6 Months

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    Arm

    Embedded Systems on Arm: Get Started with the micro:bit

    Skills you'll gain: Event-Driven Programming, Embedded Systems, Embedded Software, Interactive Design, Prototyping, Internet Of Things, System Design and Implementation, Peripheral Devices, Programming Principles, Simulations, Python Programming, Computational Logic, Computer Programming

    Beginner · Course · 1 - 3 Months

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    The Hong Kong University of Science and Technology

    Discrete Math for Computer Science - Algorithms & Recursion

    Skills you'll gain: Cryptography, Algorithms, Encryption, Theoretical Computer Science, Combinatorics, Mathematical Theory & Analysis, Arithmetic, Computational Thinking, Key Management, Applied Mathematics

    Beginner · Course · 1 - 3 Months

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    Universitat de Barcelona

    Molecular Tumor Board 2023-2024

    Skills you'll gain: Precision Medicine, Oncology, Molecular Biology, Pathology, Clinical Trials, Clinical Research, Urology, Treatment Planning, Immunology, Patient Treatment, Pharmacotherapy, Pharmacology

    Intermediate · Course · 3 - 6 Months

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    University of Pittsburgh

    Advanced Bayesian Methods and Applications

    Skills you'll gain: Bayesian Statistics, Data-Driven Decision-Making, Statistical Modeling, Predictive Analytics, Predictive Modeling, Applied Machine Learning, Markov Model, Statistical Methods, Data Science, Health Informatics, Statistical Inference, Statistical Machine Learning, Statistical Programming, Regression Analysis, Statistical Analysis, Machine Learning, Machine Learning Algorithms, Python Programming, Probability Distribution, Computational Thinking

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular computational biology courses

  • Building, Optimizing, and Validating Machine Learning Models: Coursera
  • Advanced Data Structures & Algorithms in Practice: Packt
  • Salud desde las ciencias de la complejidad: Universidad Nacional Autónoma de México
  • PCEP: Python Conditionals, Loops, Functions, and Exceptions: Logical Operations
  • Complexity and Public Policy: O.P. Jindal Global University
  • Master Golang Programming from Fundamentals to Concurrency: EDUCBA
  • Introduction to Data Science (Public Policy): O.P. Jindal Global University
  • Data Structures Algorithms in Java – SECRETS to Ace LeetCode: Packt
  • Embedded Systems on Arm: Get Started with the micro:bit: Arm
  • Discrete Math for Computer Science - Algorithms & Recursion: The Hong Kong University of Science and Technology

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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