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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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    LearnKartS

    Applied Generative AI & Prompt Engineering Mastery

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, ChatGPT, Generative AI, Responsible AI, AI literacy, Generative AI Agents, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Retrieval-Augmented Generation, Artificial Intelligence, AI Workflows, Large Language Modeling, Embeddings, GitHub Copilot, Fine-tuning, Deep Learning, Automation, Machine Learning, Machine Learning Methods

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Model Optimization, Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Anomaly Detection, Classification Algorithms, Linear Algebra

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Navigate Sales Funnel

    Skills you'll gain: B2B Sales, Sales Pipelines, Sales Process, Sales, Sales Management, Sales Strategy, Closing (Sales), Selling Techniques, Sales Prospecting, Sales Presentation, Conversion Funnel Analysis, Decision Making, Prospecting and Qualification, Negotiation, Risk Mitigation, Risk Management

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize AI: Build Fast Efficient Pipelines

    Skills you'll gain: Model Optimization, Model Training, Dataflow, Performance Testing, AI Workflows, Data Pipelines, MLOps (Machine Learning Operations), Data Flow Diagrams (DFDs), Graph Theory, Data Manipulation, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Advanced Machine Learning, Neural Networks, and NLP

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Image Analysis, Statistical Machine Learning, Applied Machine Learning, Computer Vision, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Deep Learning, Artificial Neural Networks, Text Mining, Decision Tree Learning, Advanced Analytics, Convolutional Neural Networks, Model Optimization, Data Science, Data Processing, Logistic Regression

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Grow Business Pipeline

    Skills you'll gain: Business Development, Case Studies, Strategic Partnership, B2B Sales, New Business Development, Sales Pipelines, Growth Strategies, Market Opportunities, Demand Generation, Direct Selling, Sales Management, Brand Awareness, Market Research

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Foundations of Data Structures and Algorithms in JavaScript

    Skills you'll gain: Data Structures, Algorithms, Programming Principles, Computer Programming, Theoretical Computer Science, Computational Thinking, Javascript, Memory Management

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Deep Learning for AI Part 1

    Skills you'll gain: Convolutional Neural Networks, Computer Vision, Recurrent Neural Networks (RNNs), Image Analysis, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Deep Learning, Artificial Neural Networks, Autoencoders, Keras (Neural Network Library), Applied Machine Learning, Model Training

    Intermediate · Course · 1 - 3 Months

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    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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    Edureka

    Neural Models and Machine Translation

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Fine-tuning, Model Evaluation, Recurrent Neural Networks (RNNs), Transfer Learning, PyTorch (Machine Learning Library), Model Training, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Generative Model Architectures, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    Universidades Anáhuac

    Emprende con creatividad: Ideas innovadoras y exitosas

    Skills you'll gain: Proposal Development

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Probability and Statistics for Decision Making

    Skills you'll gain: Probability & Statistics, Statistics, Data-Driven Decision-Making, Probability, Probability Distribution, Estimation, Business Analytics, Data Analysis, Statistical Methods, Analytics, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Correlation Analysis, Variance Analysis

    Mixed · Course · 1 - 4 Weeks

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

  • Applied Generative AI & Prompt Engineering Mastery: LearnKartS
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • Navigate Sales Funnel: Coursera
  • Optimize AI: Build Fast Efficient Pipelines: Coursera
  • Advanced Machine Learning, Neural Networks, and NLP: John Wiley & Sons
  • Grow Business Pipeline: Coursera
  • Foundations of Data Structures and Algorithms in JavaScript: Packt
  • Deep Learning for AI Part 1: Northeastern University
  • Future of Work: Mastering Human Skills for the Age of AI: John Wiley & Sons
  • Neural Models and Machine Translation: Edureka

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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