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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

    Become AI-Ready: Deep Learning Fundamentals

    Skills you'll gain: Generative AI, Recurrent Neural Networks (RNNs), Deep Learning, Tensorflow, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Machine Learning, Model Training

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Object-Oriented Programming to Build Organograms

    Skills you'll gain: Object Oriented Programming (OOP), C++ (Programming Language), C and C++, Object Oriented Design, Software Visualization, Diagram Design, Program Development, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Analyze Financial Models: Scenarios and Sensitivity

    Skills you'll gain: Strategic Decision-Making, Microsoft Excel, Financial Modeling, Excel Formulas, Case Studies, Financial Analysis, Risk Analysis, Strategic Thinking, Financial Forecasting, Business Analysis, Spreadsheet Software, Risk Modeling, Financial Data, Data-Driven Decision-Making, Scenario Testing, Risk Management, Forecasting, Data Presentation, Presentations

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Career Development for Multimodal Intelligence

    Skills you'll gain: Vision Transformer (ViT), Generative Model Architectures, Model Optimization, MLOps (Machine Learning Operations), AI Integrations, Large Language Modeling, Model Deployment, Model Training, Tensorflow, PyTorch (Machine Learning Library), Embeddings, Image Analysis, Deep Learning, Computer Vision, Natural Language Processing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize Task Hierarchies

    Skills you'll gain: Scheduling, Project Schedules, Work Breakdown Structure, Project Management Software, Workflow Management, Dependency Analysis, Process Optimization, Performance Analysis, Data-Driven Decision-Making, Process Improvement, Project Performance, Data Import/Export, Performance Improvement

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Strategic Monoliths and Microservices

    Skills you'll gain: Software Architecture, Solution Architecture, Microservices, Software Design, Business Process Modeling, Software Design Patterns, Security Architecture Review, Technology Strategies, Event-Driven Programming, Business Modeling, Serverless Computing, Digital Transformation, Scalability, Distributed Computing, Context Management, Restful API, Innovation

    Intermediate · Course · 1 - 3 Months

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    Arizona State University

    Professional Skills: Perspective-Taking

    Skills you'll gain: Influencing, Empathy, Leadership, Persuasive Communication, Interpersonal Communications, Rapport Building, Team Collaboration, Emotional Intelligence, Strategic Decision-Making, Conflict Management, Strategic Thinking, Logical Reasoning, Analytical Skills, Analysis, Critical Thinking, Strategic Communication, Cognitive flexibility, Game Theory

    Beginner · Course · 1 - 4 Weeks

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    Packt

    In-Depth Knowledge Areas of Project Management

    Skills you'll gain: Cost Management, Project Schedules, Scope Management, Project Risk Management, Project Scoping, Earned Value Management, Project Controls, Resource Allocation, Cost Estimation, Resource Management, Requirements Management, Quality Management, Project Management Institute (PMI) Methodology, Project Management, Project Estimation, Scheduling, Risk Management, Resource Utilization, Project Management Life Cycle, Risk Analysis

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Craft Sales Strategy

    Skills you'll gain: Specialized Sales, Sales Strategy, Sales, B2B Sales, Go To Market Strategy, Consumer Behaviour, New Business Development, Sales Process, Sales Pipelines, Value Propositions, Marketing Psychology, Customer Analysis, Strategic Thinking, Product Knowledge, Business Strategy, Marketing Channel, Target Audience, Target Market, Strategic Decision-Making, Marketing Analytics

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize PyTorch: Build and Accelerate Layers

    Skills you'll gain: PyTorch (Machine Learning Library), Model Optimization, Model Training, Deep Learning, Performance Analysis, Artificial Neural Networks, Resource Utilization

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Choose Optimal Data Structures for ML

    Skills you'll gain: Data Structures, Feature Engineering, MLOps (Machine Learning Operations), Java Programming, Java, Performance Tuning, Data Processing, Applied Machine Learning, System Monitoring, Scalability, Performance Analysis, Memory Management, Benchmarking, Graph Theory, Program Implementation

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro

    Skills you'll gain: Tensorflow, Model Deployment, Data Pipelines, Keras (Neural Network Library), Google Cloud Platform, Model Training, Data Preprocessing, Cloud Deployment, Data Processing, Embeddings, Deep Learning, Model Optimization, Applied Machine Learning, Data Transformation, Artificial Neural Networks, AI Workflows

    Intermediate · Course · 1 - 3 Months

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

  • Become AI-Ready: Deep Learning Fundamentals: LearnKartS
  • Apply Object-Oriented Programming to Build Organograms: EDUCBA
  • Analyze Financial Models: Scenarios and Sensitivity: Coursera
  • Career Development for Multimodal Intelligence: Coursera
  • Optimize Task Hierarchies: Coursera
  • Strategic Monoliths and Microservices: Pearson
  • Professional Skills: Perspective-Taking: Arizona State University
  • In-Depth Knowledge Areas of Project Management: Packt
  • Craft Sales Strategy: Coursera
  • Optimize PyTorch: Build and Accelerate Layers: Coursera

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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