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Back End Courses

Back end courses can help you learn server-side programming, database management, API development, and cloud computing. You can build skills in data modeling, performance optimization, and security practices. Many courses introduce tools like Node.js, Express, and SQL databases, along with methods for integrating third-party services and managing user authentication.

Popular Back End 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), Fine-tuning, Containerization, Model Optimization, AI Workflows, Model Evaluation, Model Deployment, Generative AI Agents, LangGraph, Keras (Neural Network Library), Agentic Workflows, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, Image Analysis, Large Language Modeling, Natural Language Processing, Python Programming

    Advanced · Specialization · 1 - 3 Months

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    Coursera

    Gradient to Production: MLOps & Model Serving

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Regression Testing, Kubernetes, Docker (Software), Feature Engineering, Containerization, Software Documentation, Data Pipelines, Git (Version Control System), Apache Airflow, Technical Documentation, Microservices, CI/CD, Unit Testing, API Design, Performance Metric, Python Programming, Version Control, Verification And Validation

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Obsidian for Beginners: Journal and Track Tasks

    Skills you'll gain: Collaborative Software, Journals, Organizational Skills, Productivity, Ability To Meet Deadlines, Document Management, Project Management, Personal Development, Query Languages

    Beginner · Guided Project · Less Than 2 Hours

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    Packt

    Applied NLP and Generative AI

    Skills you'll gain: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Fine-tuning, Model Evaluation, Hugging Face, Generative AI, Dimensionality Reduction, Model Optimization, Natural Language Processing, OpenAI API, Data Preprocessing, Embeddings, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms

    Intermediate · Specialization · 3 - 6 Months

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    Edureka

    Data Integration and ETL with Talend

    Skills you'll gain: Extract, Transform, Load, Data Integration, Data Cleansing, File I/O, Data Pipelines, Data Quality, Database Management, Data Transformation, Data Integrity, File Management, Data Import/Export, JSON, Extensible Markup Language (XML), Software Installation, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GitLab AI: Mastering AI Pair Programming with GitLab Duo

    Skills you'll gain: GitLab, Vibe coding, AI Workflows, AI Integrations, Computer Programming Tools, Development Environment

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Implementing Security in IoT and Edge Devices

    Skills you'll gain: Hardware Architecture, Security Engineering, Security Controls, Internet Of Things, Encryption, Network Security, Vulnerability Assessments, Cybersecurity, Data Security, Vulnerability Management, General Data Protection Regulation (GDPR), Cryptography, Information Privacy

    Beginner · Course · 1 - 4 Weeks

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    Illinois Tech

    Cloud Computing Security - Master's

    Skills you'll gain: Cloud Security, Identity and Access Management, AWS Identity and Access Management (IAM), Incident Response, Cloud Computing, Cloud Applications, Computer Security Incident Management, Cloud Standards, Cloud Platforms, IT Security Architecture, Data Security, Application Security, Network Security, Encryption, Cloud Deployment, Incident Management, Role-Based Access Control (RBAC), Amazon Web Services, Security Management, Authorization (Computing)

    Beginner · Course · 1 - 3 Months

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    Coursera

    Billing & Accelerate Collections

    Skills you'll gain: Billing, Billing & Invoicing, Billing Systems, Invoicing, Payment Processing and Collection, Accounts Receivable, Financial Data, Business Metrics, Cash Management, Accounting, Prioritization, Cash Flows, Analysis

    1.5
    Rating, 1.5 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Electrical Design Engineer - Circuit Analysis

    Skills you'll gain: Electronic Systems, Basic Electrical Systems, Electrical Engineering, Hardware Design, Electronic Hardware, Electronics Engineering, Electronics, Electronic Components, Network Analysis, Simulation and Simulation Software, Engineering Analysis, Engineering Calculations, Analysis, Simulations, High Voltage, Grant Applications

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Using AI & ChatGPT for Content: Research & Planning

    Skills you'll gain: Storytelling, Content Development and Management, Content Strategy, AI powered creativity, ChatGPT, Prompt Engineering, Content Creation, Content Marketing, Driving engagement, Social Media Content, Target Audience, Persona Development, AI literacy, User Research, Problem Solving, Brainstorming, Ideation

    Beginner · Course · 1 - 4 Weeks

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    Skillshare

    Advanced Videography: Commercial Filmmaking Essentials

    Skills you'll gain: Video Production, Video Editing, Videography, Photo/Video Production and Technology, Cinematography, Post-Production, Visual Storytelling, Storytelling

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular back end courses

  • AI Engineer Professional: Packt
  • Gradient to Production: MLOps & Model Serving: Coursera
  • Obsidian for Beginners: Journal and Track Tasks: Coursera
  • Applied NLP and Generative AI: Packt
  • Data Integration and ETL with Talend: Edureka
  • GitLab AI: Mastering AI Pair Programming with GitLab Duo: Coursera
  • Implementing Security in IoT and Edge Devices: LearnQuest
  • Cloud Computing Security - Master's: Illinois Tech
  • Billing & Accelerate Collections: Coursera
  • Electrical Design Engineer - Circuit Analysis: Coursera

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