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  • Algorithm Python

Algorithm Python Courses

Algorithm Python courses can help you learn sorting algorithms, search algorithms, and data structures like trees and graphs. You can build skills in problem-solving, optimizing code efficiency, and implementing algorithms in real-world applications. Many courses introduce tools such as Jupyter Notebooks and libraries like NumPy and Pandas, that support applying algorithms in data analysis and artificial intelligence projects.


Popular Algorithm Python Courses and Certifications


  • C

    Coursera

    Optimize AI: Build Robust Ensemble Models

    Skills you'll gain: Model Deployment, Decision Intelligence, Model Evaluation, Model Optimization, Data-Driven Decision-Making, Applied Machine Learning, A/B Testing, Statistical Machine Learning, Machine Learning Methods, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Machine Learning Algorithms, Performance Analysis, Statistical Analysis, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Machine Learning with Small Data Part 1

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

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Apache Kafka for Developers using Spring Boot

    Skills you'll gain: Apache Kafka, JUnit, Spring Boot, Unit Testing, Integration Testing, Data Pipelines, Event-Driven Programming, Encryption, Distributed Computing

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Measure Vector Similarity

    Skills you'll gain: Data-Driven Decision-Making, Applied Machine Learning, Vector Databases, NumPy, Model Evaluation, Machine Learning, Machine Learning Algorithms, Linear Algebra, Python Programming, Classification Algorithms, Numerical Analysis, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

  • S

    SkillUp

    Machine Learning for Healthcare Applications

    Skills you'll gain: Unsupervised Learning, Feature Engineering, Model Evaluation, Applied Machine Learning, Predictive Modeling, Supervised Learning, Clinical Informatics, Machine Learning, Machine Learning Methods, Model Training, Health Informatics, Machine Learning Algorithms, Data Preprocessing, Predictive Analytics, Decision Tree Learning, Time Series Analysis and Forecasting, Logistic Regression, Forecasting, Classification Algorithms, Dimensionality Reduction

    Intermediate · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Decisões de Marketing Baseadas em Dados

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Marketing Operations, Data-Driven Decision-Making, Marketing, Marketing Management, Customer Analysis, Marketing Strategies, Data Analysis, Time Series Analysis and Forecasting, Trend Analysis, Consumer Behaviour, Data Mining, Data Visualization, Product Assortment, Plot (Graphics), AI Personalization, Data Visualization Software, Cross Selling, Product Promotion

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    LPIC-2 Linux Engineer (201-450)

    Skills you'll gain: Data Maintenance, Operating System Administration, Linux Commands, iSCSI Configuration, Network Engineering, File Management, System Software, Software Installation, Encryption

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Apply Test-Driven ML Code

    Skills you'll gain: Unit Testing, Test Driven Development (TDD), Continuous Integration, CI/CD, Software Testing, Continuous Deployment, Testability, Test Script Development, Model Training, MLOps (Machine Learning Operations), Tensorflow, Maintainability, Applied Machine Learning, Software Engineering, Code Reusability, Machine Learning Methods, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Data Processing and Exploration with NumPy & Pandas

    Skills you'll gain: Data Processing, Pivot Tables And Charts, Data Visualization, Data Analysis, Data Wrangling, Data Transformation, Numerical Analysis, Data Preprocessing, Exploratory Data Analysis, Data Cleansing

    Intermediate · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Cadeia de Suprimentos na Nuvem

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Business Transformation, Business Strategy, Value Propositions, Applied Machine Learning, Cloud-Based Integration, Cloud Computing, Cloud Applications, Business Modeling, Big Data, Automation, Internet Of Things, Systems Integration, Machine Learning, Predictive Analytics

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Data Analytics for Marketing

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, A/B Testing, Customer Analysis, Anomaly Detection, Dashboard, Dashboard Creation, Time Series Analysis and Forecasting, Regression Analysis, Customer Insights, Extract, Transform, Load, Descriptive Analytics, Data Presentation, Statistical Methods, Marketing Effectiveness, Marketing Strategies, Forecasting, Statistical Modeling, Statistical Analysis, Markov Model

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    HashiCorp Certified - Vault Associate Course

    Skills you'll gain: Authentications, Data Security, Cloud Security, DevSecOps, Key Management, Encryption, Software Installation, Cyber Security Policies, Identity and Access Management, Authorization (Computing), Token Optimization, Data Storage, System Configuration, Command-Line Interface, Application Programming Interface (API)

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular algorithm python courses

  • Optimize AI: Build Robust Ensemble Models: Coursera
  • Machine Learning with Small Data Part 1: Northeastern University
  • Apache Kafka for Developers using Spring Boot: Packt
  • Measure Vector Similarity: Coursera
  • Machine Learning for Healthcare Applications: SkillUp
  • Decisões de Marketing Baseadas em Dados: Fundação Instituto de Administração
  • LPIC-2 Linux Engineer (201-450): Packt
  • Apply Test-Driven ML Code: Coursera
  • Data Processing and Exploration with NumPy & Pandas: Packt
  • Cadeia de Suprimentos na Nuvem: Fundação Instituto de Administração

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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