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  • Algorithmic Thinking

Algorithmic Thinking Courses

Algorithmic Thinking courses can help you learn problem-solving techniques, data structures, algorithm design, and complexity analysis. You can build skills in logical reasoning, optimization strategies, and analyzing algorithm efficiency. Many courses introduce tools like Python and R for implementing algorithms, along with frameworks for analyzing data sets and solving computational problems.

Popular Algorithmic Thinking Courses and Certifications


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    I

    IE Business School

    Competitive Interactions and Disruptive Change

    Skills you'll gain: Market Dynamics, Competitive Analysis, Market Trend, Competitive Intelligence, Market Share, Market Opportunities, Trend Analysis, Case Studies, Market Analysis, Business Economics, Strategic Marketing, Product Strategy, Business Strategies, Business Strategy, Strategic Thinking, Corporate Strategy, Benchmarking

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Building Retrieval-Augmented Systems & Knowledge Graphs

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, LangChain, Artificial Intelligence and Machine Learning (AI/ML), Agentic Workflows, Generative AI Agents, AI Integrations, Artificial Intelligence, Large Language Modeling, Taxonomy, Agentic systems, Scalability, Python Programming, System Design and Implementation, Machine Learning, Graph Theory

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Modern Graph Theory Algorithms with Python

    Skills you'll gain: Graph Theory, Network Analysis, Network Model, Social Network Analysis, Graphing, NoSQL, Data Science, Query Languages, Visualization (Computer Graphics), Applied Machine Learning, Data Transformation, Big Data, Machine Learning Methods, Python Programming, Spatial Data Analysis, Deep Learning, Machine Learning, Machine Learning Algorithms

    Intermediate · Course · 3 - 6 Months

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    EDUCBA

    Build & Analyze SQL Databases Through Real Projects

    Skills you'll gain: SQL, Database Management, Database Development, Database Design, Transact-SQL, Query Languages, Databases, Database Theory, Performance Tuning, Data Security

    Beginner · Specialization · 1 - 3 Months

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    C

    Coursera

    Resolve Recurring Issues with Continuous Improvement

    Skills you'll gain: Root Cause Analysis, Corrective and Preventive Action (CAPA), Performance Metric, Performance Analysis, Performance Improvement, Process Improvement and Optimization, Performance Measurement, Procedure Development, Critical Thinking and Problem Solving

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Product Manager's Interview Playbook: Strategies for Success

    Skills you'll gain: Product Design, Product Management, Interviewing Skills, Case Studies, Oral Expression, Stakeholder Communications, Portfolio Management, Verbal Communication Skills, User Research, Estimation, Product Knowledge, Storytelling, Technical Communication, Communication, Analysis, Complex Problem Solving, Data Analysis, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Spatial Analysis, 3D Data & Machine Learning

    Skills you'll gain: Model Evaluation, Spatial Analysis, Spatial Data Analysis, Geostatistics, Geospatial Mapping, Model Training, Geospatial Information and Technology, Geographic Information Systems, Applied Machine Learning, Image Analysis, Feature Engineering, Machine Learning Methods, Deep Learning, Convolutional Neural Networks, Machine Learning, Data Processing, Fine-tuning, Data Analysis, Random Forest Algorithm

    Beginner · Course · 3 - 6 Months

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    U

    University of Huddersfield

    Operational Purpose

    Skills you'll gain: Leadership and Management, Organizational Strategy, Leadership Studies, Leadership Development, Organizational Leadership, Strategic Thinking, Strategic Leadership, Organizational Effectiveness, Business Management, Organizational Development, Personal Development, Business Strategies, Strategic Decision-Making, Case Studies, Business Strategy, Self-Awareness, Goal Setting

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Data Science with Python

    Skills you'll gain: Plotly, PyTorch (Machine Learning Library), NumPy, Matplotlib, Pandas (Python Package), Plot (Graphics), Data Visualization Software, Interactive Data Visualization, Machine Learning Methods, Python Programming, Applied Machine Learning, Scatter Plots, Numerical Analysis, Data Manipulation, Deep Learning, Image Analysis, Linear Algebra, Data Wrangling

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Machine Learning with Small Data Part 1

    Skills you'll gain: Transfer Learning, Small Data, Fine-tuning, Deep Learning, Applied Machine Learning, Machine Learning Methods, Model Training, Unsupervised Learning, Machine Learning, Data Synthesis, Supervised Learning

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Apply Generative AI for Coaching, Research, and Performance

    Skills you'll gain: OpenAI, AI literacy, Decision Intelligence, AI Integrations, Performance Measurement, Coaching, People Analytics, Performance Review, Continuous Improvement Process, Real Time Data

    Beginner · Course · 1 - 4 Weeks

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    J

    John Wiley & Sons

    Future of Work: Mastering Human Skills for the Age of AI

    Skills you'll gain: Adaptability, Data Ethics, AI Product Strategy, Resilience, AI literacy, AI Enablement, Collaboration, Artificial Intelligence, AI Integrations, Creativity, AI Workflows, Innovation, Responsible AI, Emotional Intelligence, Organizational Change, Leadership, Generative AI, Critical Thinking and Problem Solving, Organizational Skills, Business Communication

    Beginner · Course · 3 - 6 Months

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In summary, here are 10 of our most popular algorithmic thinking courses

  • Competitive Interactions and Disruptive Change: IE Business School
  • Building Retrieval-Augmented Systems & Knowledge Graphs: Packt
  • Modern Graph Theory Algorithms with Python: Packt
  • Build & Analyze SQL Databases Through Real Projects: EDUCBA
  • Resolve Recurring Issues with Continuous Improvement: Coursera
  • Product Manager's Interview Playbook: Strategies for Success: Board Infinity
  • Spatial Analysis, 3D Data & Machine Learning: Coursera
  • Operational Purpose: University of Huddersfield
  • Data Science with Python: Packt
  • Machine Learning with Small Data Part 1: Northeastern University

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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