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Software Engineering Courses

Software engineering courses can help you learn programming languages like Python and Java, software development methodologies, version control systems, and testing practices. You can build skills in code optimization, debugging, and collaborative project management. Many courses introduce tools such as Git for version control, Docker for containerization, and integrated development environments (IDEs) like Visual Studio Code, which enhance your ability to develop, test, and deploy software efficiently.


Popular Software Engineering Courses and Certifications


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    Packt

    AI Engineer Professional

    Skills you'll gain: MLOps (Machine Learning Operations), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Containerization, AI Workflows, Model Evaluation, Model Deployment, Generative AI Agents, LangGraph, Keras (Neural Network Library), Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, BeeAI, Image Analysis, Deep Learning, Large Language Modeling, Natural Language Processing, Vision Transformer (ViT), Python Programming

    Advanced · Specialization · 1 - 3 Months

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    Google Cloud

    Build Data Lakes and Data Warehouses on Google Cloud

    Skills you'll gain: Data Lakes, Data Warehousing, Data Architecture, Data Governance, Data Infrastructure, Google Cloud Platform, Metadata Management, Cloud Storage, Data Storage, Data Management, Data Integration, Data Storage Technologies, Big Data, Advanced Analytics, Operational Databases, Data Security

    4.7
    Rating, 4.7 out of 5 stars
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    2.9K reviews

    Intermediate · Course · 1 - 3 Months

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    Edureka

    Applied Agentic AI Pipelines with LangChain

    Skills you'll gain: Data Transformation, Large Language Modeling, Data Preprocessing, Generative AI, Workflow Management, Artificial Intelligence, Responsible AI, Embeddings, Context Management, Automation, Metadata Management, JSON

    Intermediate · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    Production ML with Hugging Face

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Hugging Face, Rust (Programming Language), Cloud Deployment, Application Deployment, CI/CD, Performance Tuning, Large Language Modeling, Performance Testing, Cross Platform Development, Cryptography

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Modern Data Architecture & Lakehouse Engineering

    Skills you'll gain: Data Pipelines, Data Integration, Data Lakes, Apache Airflow, Performance Tuning, Data Security, Data Transformation, Apache Spark, Disaster Recovery, Data Warehousing, Cloud Infrastructure, SQL, Infrastructure as Code (IaC), Database Architecture and Administration, PySpark, Terraform, Extract, Transform, Load, Data Architecture, Cloud Computing, Data Governance

    Intermediate · Specialization · 3 - 6 Months

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    University of Pennsylvania

    Introduction to Python Programming

    Skills you'll gain: File I/O, Data Structures, Programming Principles, Python Programming, Computer Programming, Computational Thinking, Scripting, Software Development Tools, Scripting Languages, Integrated Development Environments, Jupyter

    4.6
    Rating, 4.6 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    EDHEC Business School

    Investment Management with Python and Machine Learning

    Skills you'll gain: Investment Management, Portfolio Management, Text Mining, Portfolio Risk, Asset Management, Network Analysis, Data Visualization Software, Investments, Machine Learning Methods, Return On Investment, Unstructured Data, Predictive Modeling, Web Scraping, Machine Learning, Social Network Analysis, Financial Statements, Applied Machine Learning, Financial Market, Financial Modeling, Risk Management

    4.6
    Rating, 4.6 out of 5 stars
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    1.8K reviews

    Beginner · Specialization · 3 - 6 Months

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    KodeKloud

    Hands-On MLOps Fundamentals for ML Engineers

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Apache Airflow, Data Pipelines, Apache Kafka, DevOps, CI/CD, Apache Spark, Pandas (Python Package), Deep Learning, Applied Machine Learning, Machine Learning, Data Governance, Supervised Learning, Flask (Web Framework), Grafana, Python Programming, Automation, Unsupervised Learning, Continuous Monitoring

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Deconstruct AI: Complex ML Problems

    Skills you'll gain: MLOps (Machine Learning Operations), Computational Thinking, Data Processing, Solution Design, Process Mapping, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Databricks Associate Developer: Apache Spark with Python

    Skills you'll gain: Apache Spark, PySpark, Databricks, Data Pipelines, Data Processing, Big Data, Apache, Real Time Data, Python Programming, Model Evaluation, Machine Learning, SQL, Data Transformation, Performance Tuning, Distributed Computing

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Architecting and Integrating Scalable AI Systems

    Skills you'll gain: Systems Architecture, Cloud Deployment, Systems Design, System Design and Implementation, Solution Architecture, Cloud Computing Architecture, Enterprise Architecture, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Systems Integration, Cloud Management, Unified Modeling Language, Performance Tuning, Application Programming Interface (API), Restful API, Requirements Analysis, System Monitoring, Managed Services, Business Requirements

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Meta

    Meta Android UI Development

    Skills you'll gain: Android Studio, Android Jetpack, Kotlin, Android Development, Android (Operating System), Responsive Web Design, Mobile Development, UI Components, Unit Testing, Gradle, User Interface (UI) Design, Application Development, User Interface (UI), Integrated Development Environments, Object Oriented Programming (OOP), Development Environment, Programming Principles, Test Driven Development (TDD), Wireframing, Prototyping

    4.6
    Rating, 4.6 out of 5 stars
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    1.9K reviews

    Beginner · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular software engineering courses

  • AI Engineer Professional: Packt
  • Build Data Lakes and Data Warehouses on Google Cloud: Google Cloud
  • Applied Agentic AI Pipelines with LangChain: Edureka
  • Production ML with Hugging Face: Pragmatic AI Labs
  • Modern Data Architecture & Lakehouse Engineering: Coursera
  • Introduction to Python Programming: University of Pennsylvania
  • Investment Management with Python and Machine Learning: EDHEC Business School
  • Hands-On MLOps Fundamentals for ML Engineers: KodeKloud
  • Deconstruct AI: Complex ML Problems: Coursera
  • Databricks Associate Developer: Apache Spark with Python: Packt

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