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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


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    Northeastern University

    Practical Engineering Data Mining: Techniques and Uses

    Skills you'll gain: Data Mining, Exploratory Data Analysis, Model Evaluation, Dimensionality Reduction, Data Preprocessing, Data Cleansing, Data Transformation, Data-Driven Decision-Making, Predictive Analytics, Forecasting, Data Analysis, Classification Algorithms, Data Visualization Software, Unsupervised Learning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Document AI: Project & API Writing

    Skills you'll gain: Software Documentation, Engineering Documentation, Technical Documentation, Model Training, Software Design Documents, Technical Writing, Generative Model Architectures, Technical Communication, Restful API

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    OOP concepts, Collections and Data Structures

    Skills you'll gain: Object Oriented Programming (OOP), Java Programming, Java, Object Oriented Design, Data Structures, Computer Programming, Code Reusability

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Cisco Software-Defined Wan for Enterprise & Cloud: Unit 2

    Skills you'll gain: Software-Defined Networking, Wide Area Networks, Network Performance Management, Virtual Private Networks (VPN), Network Infrastructure, Network Routing, Cloud Deployment, System Configuration, Package and Software Management, Configuration Management, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - Português Brasileiro

    Skills you'll gain: Model Optimization, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize LLM Costs & Streamline Processes

    Skills you'll gain: Model Optimization, Miro AI, Process Optimization, Lean Manufacturing, Collaborative Software, Process Improvement and Optimization, Productivity Software, Process Modeling, LLM Application, Process Analysis, Operating Cost, Business Workflow Analysis, AI Workflows, Cost Management, Waste Minimization, Data-Driven Decision-Making, Proposal Development

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Affinity Photo: Beyond the Basics – Masking & Color

    Skills you'll gain: Photo Editing, Creative Design, Image Quality, Editing

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Mastering BFSI Interviews: Resumes & Mock Interviews

    Skills you'll gain: Professional Networking, Interviewing Skills, Web Presence, Finance, Financial Services, Financial Data, Verbal Communication Skills, Branding, Financial Analysis, Case Studies, Presentations, Storytelling, Banking, Banking Services, Non-Verbal Communication, Communication, Relationship Building, Value Propositions, Business Writing, Writing

    Beginner · Course · 1 - 3 Months

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    Packt

    Advanced AWS Architecture, Scaling & Automation

    Skills you'll gain: Containerization, Cloud Computing Architecture, Microservices, Amazon Redshift, Cloud Deployment, Cloud Infrastructure, Software Architecture, Systems Architecture, Event-Driven Programming

    Advanced · Course · 1 - 3 Months

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    Coursera

    Boost Team Stages

    Skills you'll gain: Team Performance Management, Team Management, Team Building, Team Leadership, Matrix Management, Management Training And Development, Accountability Frameworks, Team Collaboration, Delegation Skills, Accountability, Leadership Development, Leadership, Personal Development

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Budgeting: Analyze & Control Costs

    Skills you'll gain: Budget Management, Budgeting, Cost Control, Variance Analysis, Cost Management, Cost Estimation, Microsoft Excel, Microsoft Copilot, Financial Planning, Data Storytelling, ChatGPT, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    Enterprise AIOps with Amazon Q Business

    Skills you'll gain: Amazon Bedrock, MLOps (Machine Learning Operations), Amazon Web Services, AWS SageMaker, AI Workflows, Retrieval-Augmented Generation, Shell Script, IT Automation, Unix Shell, Command-Line Interface, AI Integrations, AI Security, Prototyping, Large Language Modeling, Generative AI, Data Management, Anomaly Detection

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular applied machine learning courses

  • Practical Engineering Data Mining: Techniques and Uses: Northeastern University
  • Document AI: Project & API Writing: Coursera
  • OOP concepts, Collections and Data Structures: Packt
  • Cisco Software-Defined Wan for Enterprise & Cloud: Unit 2: Pearson
  • Attention Mechanism - Português Brasileiro: Google Cloud
  • Optimize LLM Costs & Streamline Processes: Coursera
  • Affinity Photo: Beyond the Basics – Masking & Color: Skillshare
  • Mastering BFSI Interviews: Resumes & Mock Interviews: Board Infinity
  • Advanced AWS Architecture, Scaling & Automation: Packt
  • Boost Team Stages: Coursera

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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