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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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    Pearson

    Introduction to Transformer Models for NLP: Unit 1

    Skills you'll gain: PyTorch (Machine Learning Library), Natural Language Processing, Large Language Modeling, Generative AI, Artificial Neural Networks, Deep Learning

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    NLP in Engineering: Concepts & Real-World Applications

    Skills you'll gain: Natural Language Processing, Data Ethics, Responsible AI, Deep Learning, Artificial Neural Networks, Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Scalability

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Zero-Shot & Few-Shot Learning: Master AI with Minimal Data

    Skills you'll gain: Prompt Engineering, Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Fraud detection, Supervised Learning, Semantic Web, Deep Learning, Small Data, Machine Learning, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    AI with Python: Apply & Implement ML Models

    Skills you'll gain: Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Tensorflow, Artificial Intelligence, Data Manipulation, Data Cleansing, Jupyter, Feature Engineering, Python Programming, Applied Machine Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Matplotlib, Supervised Learning, Exploratory Data Analysis, Unsupervised Learning, Statistical Analysis

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 3

    Skills you'll gain: Large Language Modeling, Generative Model Architectures, Multimodal Prompts, Prompt Engineering, Deep Learning, Application Deployment, Reinforcement Learning, Image Analysis, Performance Tuning, Computer Vision

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Computation and Visualization for Analytics Part 2

    Skills you'll gain: Data Storytelling, Plotly, Statistical Visualization, Interactive Data Visualization, Matplotlib, Data Visualization Software, Network Analysis, Seaborn, Data-Driven Decision-Making, Data Mining, Scatter Plots, R Programming, Graph Theory, Data Science, Time Series Analysis and Forecasting

    Build toward a degree

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Attention Mechanism - Italiano

    Skills you'll gain: Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Deep Learning, Applied Machine Learning, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    XHTML - Beginners

    Skills you'll gain: Extensible Markup Language (XML), Hypertext Markup Language (HTML), HTML and CSS, Web Development Tools, Semantic Web, Web Design and Development, Web Development, Web Design, Data Validation, Development Environment, Verification And Validation, Development Testing

    Mixed · 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, Product Lifecycle Management, Product Roadmaps, Case Studies, Stakeholder Communications, Portfolio Management, Estimation, Product Strategy, Storytelling, Technical Communication, Communication, Analysis, Complex Problem Solving, Prioritization, Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    Introduction to Long Short Term Memory (LSTM) Training

    Skills you'll gain: Keras (Neural Network Library), Time Series Analysis and Forecasting, PyTorch (Machine Learning Library), Natural Language Processing, Tensorflow, Deep Learning, Artificial Neural Networks, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Natural Language Processing - Deep Learning Models in Python

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Python Programming, Text Mining, Machine Learning Methods

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Encoder-Decoder Architecture - Español

    Skills you'll gain: Generative Model Architectures, Tensorflow, Keras (Neural Network Library), Deep Learning, Natural Language Processing, Machine Learning

    Advanced · Course · 1 - 4 Weeks

Searches related to algorithmic thinking

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

  • Introduction to Transformer Models for NLP: Unit 1: Pearson
  • NLP in Engineering: Concepts & Real-World Applications: Northeastern University
  • Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
  • AI with Python: Apply & Implement ML Models: EDUCBA
  • Quick Start Guide to Large Language Models (LLMs): Unit 3: Pearson
  • Computation and Visualization for Analytics Part 2: Northeastern University
  • Attention Mechanism - Italiano: Google Cloud
  • XHTML - Beginners: EDUCBA
  • Product Manager's Interview Playbook: Strategies for Success: Board Infinity
  • Introduction to Long Short Term Memory (LSTM) Training: Simplilearn

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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