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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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    EDUCBA

    Apply Business & Data Analytics for Smarter Decisions

    Skills you'll gain: Analytical Skills, Data Literacy, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Recommender Systems: An Applied Approach using Deep Learning

    Skills you'll gain: Model Evaluation, Deep Learning, Data Preprocessing, Data Wrangling, Data Processing, AI Personalization, Machine Learning Methods, Model Training, Applied Machine Learning, Predictive Modeling, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Neural Networks, Embeddings

    Intermediate · Course · 1 - 4 Weeks

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    Alex Genadinik

    Write Dreamy, Heartfelt Poetry - Creative Writing

    Skills you'll gain: Music, Student Support and Services, Writing and Editing, Aesthetics, Storytelling, Creativity, Digital Publishing, Writing, Creative Thinking

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Mask Detector with Python & TensorFlow: Build & Deploy

    Skills you'll gain: Image Analysis, Cloud Deployment, Tensorflow, Amazon Web Services, Convolutional Neural Networks, Model Deployment, Application Development, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Design, Computer Vision, Model Training, Front-End Web Development, Data Preprocessing, Python Programming

    Mixed · Course · 1 - 4 Weeks

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    Packt

    AI Engineer Associate

    Skills you'll gain: Model Deployment, Model Evaluation, Unsupervised Learning, Transfer Learning, Tensorflow, Generative AI Agents, Keras (Neural Network Library), Fine-tuning, Model Training, Machine Learning Methods, Dimensionality Reduction, Deep Learning, Recurrent Neural Networks (RNNs), Applied Machine Learning, BeeAI, Data Preprocessing, Convolutional Neural Networks, AI Orchestration, Application Deployment, Feature Engineering

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    Assess Financial Deals & Manage Risk

    Skills you'll gain: Financial Modeling, Risk Modeling, Risk Management, Corporate Finance, Risk Management Framework, Risk Analysis, Business Risk Management, Capital Budgeting, Financial Analysis, Finance, Financial Forecasting, Cash Flow Forecasting, Investment Management, Return On Investment, Communication, Presentations

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Strategic PM using GenAI for Account Managers

    Skills you'll gain: Responsible AI, Account Management, Content Management, Microsoft Copilot, Account Strategy, Microsoft 365, Project Management, File Management, Document Management, Strategic Thinking, Process Development, Process Optimization, Information Management, Business Process, AI Enablement, AI Integrations

    Advanced · Course · 1 - 4 Weeks

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    University of Huddersfield

    Strategic Transformation & Global Strategy

    Skills you'll gain: Business Solutions, Case Studies, Market Opportunities, Growth Strategies, Learning Theory

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Machine Learning and Data Analytics Part 2

    Skills you'll gain: Text Mining, Data Mining, Time Series Analysis and Forecasting, Classification Algorithms, Artificial Neural Networks, Trend Analysis, Unstructured Data, Regression Analysis, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Predictive Modeling, Forecasting, Deep Learning, Data Preprocessing

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Applied Natural Language Processing in Engineering Part 1

    Skills you'll gain: Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Model Optimization, Embeddings, Machine Learning Methods, Artificial Neural Networks, Deep Learning, Machine Learning, Dependency Analysis, Supervised Learning

    Mixed · Course · 1 - 3 Months

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    Packt

    Deep Learning: Convolutional Neural Networks with TensorFlow

    Skills you'll gain: Transfer Learning, Keras (Neural Network Library), Fine-tuning, Embeddings, Deep Learning, Image Analysis, Artificial Neural Networks, Computer Vision, Natural Language Processing, Data Preprocessing, Model Optimization, Model Training

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize AI Prompts for Cost and Quality

    Skills you'll gain: Prompt Engineering, Token Optimization, Responsible AI, Context Engineering, Data Ethics, AI literacy, Model Optimization, Model Evaluation, Cost Management, Mitigation

    Intermediate · Course · 1 - 4 Weeks

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

  • Apply Business & Data Analytics for Smarter Decisions: EDUCBA
  • Recommender Systems: An Applied Approach using Deep Learning: Packt
  • Write Dreamy, Heartfelt Poetry - Creative Writing: Alex Genadinik
  • Mask Detector with Python & TensorFlow: Build & Deploy: EDUCBA
  • AI Engineer Associate: Packt
  • Assess Financial Deals & Manage Risk: Coursera
  • Strategic PM using GenAI for Account Managers: Microsoft
  • Strategic Transformation & Global Strategy: University of Huddersfield
  • Machine Learning and Data Analytics Part 2: Northeastern University
  • Applied Natural Language Processing in Engineering 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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