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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


  • G

    Google Cloud

    Feature Engineering 日本語版

    Skills you'll gain: Feature Engineering, Data Preprocessing, Tensorflow, Dataflow, Data Transformation, Data Processing, Data Pipelines, Applied Machine Learning, Data Modeling, Keras (Neural Network Library), Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud auf Deutsch

    Skills you'll gain: Model Deployment, Dataflow, Google Cloud Platform, Dashboard Creation, Data Pipelines, Real Time Data, Data Lakes, Dashboard, Data Warehousing, Tensorflow, Data Preprocessing, Apache Spark, Big Data, Model Training, Extract, Transform, Load, Data Infrastructure, Applied Machine Learning, Cloud Engineering, Cloud Storage, MLOps (Machine Learning Operations)

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Strategic AI Governance

    Skills you'll gain: Responsible AI, AI Security, Threat Modeling, MLOps (Machine Learning Operations), Budget Management, Secure Coding, Data Ethics, Data Governance, Experimentation, Prompt Engineering, Application Security, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Analyze Investment Banking Operations: Fixed Income & FX

    Skills you'll gain: Financial Market, Risk Mitigation, Cash Management, Financial Analysis, Financial Systems, Market Liquidity, Futures Exchange, Financial Trading, Analysis, Risk Management, Financial Services, Risk Management Framework, Market Data, Lending and Underwriting, Investment Management, Investment Banking, Economics, Fixed Asset, Return On Investment, Payment Systems

    Beginner · Specialization · 1 - 3 Months

  • E

    Exploratorium

    Exploring Light: Hands-on Activities and Strategies for Teachers

    Skills you'll gain: Collaboration, Educational Materials, Instructional Design, Laboratory Experience, Constructive Feedback, Learning Strategies, Experimentation, Science and Research, Physics, Scientific Methods, Investigation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    57 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Innovar tu enseñanza con design thinking

    Skills you'll gain: Design Thinking, Student-Centred Learning, Education Software and Technology, Creative Thinking, Brainstorming, Creative Problem-Solving, Innovation, Human Centered Design, Problem Solving, Needs Assessment, Constructive Feedback, Planning, Empathy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    251 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Oracle PLSQL 21c: Apply, Analyze & Build Programs

    Skills you'll gain: PL/SQL, Oracle Databases, SQL, Stored Procedure, Computational Thinking, Computational Logic, Programming Principles, Code Reusability, Business Logic, Data Integrity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Predictive Modeling and Transforming Clinical Practice

    Skills you'll gain: Predictive Modeling, Clinical Data Management, Clinical Informatics, Clinical Research, Intensive Care Unit, Risk Modeling, Predictive Analytics, Clinical Practices, Decision Support Systems, Applied Machine Learning, Model Training, Health Informatics, Intensive Care Medicine, Model Evaluation, Qualitative Research, Data Analysis, Model Deployment, Data Collection

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Unreal Engine Blueprints – Visual Scripting for Games

    Skills you'll gain: Unreal Engine, User Interface (UI), Data Persistence, Game Design, Video Game Development, UI Components, Performance Tuning, Interactive Design, User Interface (UI) Design, AI Personalization, AI Integrations, Scripting, AI Orchestration, System Testing, AI Workflows, Animation and Game Design, Programming Principles, Data Structures, No-Code Development, Virtual Environment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Sales Foundations 101: Core Techniques for Success

    Skills you'll gain: Sales Enablement, Sales Management, Sales, Oral Expression, Customer Analysis, Governance, Sales Strategy, General Sales Practices, Talent Management, Competitive Analysis, Marketing, Sales Operations, Target Market, Selling Techniques, Marketing Effectiveness, Verbal Communication Skills, Persuasive Communication, Sales Process, Overcoming Objections, Business

    4.4
    Rating, 4.4 out of 5 stars
    ·
    14 reviews

    Beginner · Specialization · 1 - 3 Months

  • P

    Packt

    Learn PLC and HMI from Scratch (Basic)

    Skills you'll gain: Control Systems, Programmable Logic Controllers, Animations, Human Machine Interfaces, UI Components, Real-Time Operating Systems, Control Panels, Interactive Design, Code Reusability, Program Development, Electronic Hardware, Simulations, Interactive Data Visualization, System Monitoring, Automation Engineering, System Configuration, Machine Controls, Plant Operations and Management, Computer Hardware, Network Troubleshooting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    23 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Create a Virtual Classroom using Google Slides

    Skills you'll gain: Education Software and Technology, Virtual Environment, Teaching, Collaborative Software, Data Sharing, Google Workspace

    4.8
    Rating, 4.8 out of 5 stars
    ·
    238 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Feature Engineering 日本語版: Google Cloud
  • Data Engineer, Big Data and ML on Google Cloud auf Deutsch: Google Cloud
  • Strategic AI Governance: Coursera
  • Analyze Investment Banking Operations: Fixed Income & FX: EDUCBA
  • Exploring Light: Hands-on Activities and Strategies for Teachers: Exploratorium
  • Innovar tu enseñanza con design thinking: Universidad Nacional Autónoma de México
  • Oracle PLSQL 21c: Apply, Analyze & Build Programs: EDUCBA
  • Predictive Modeling and Transforming Clinical Practice: University of Colorado System
  • Unreal Engine Blueprints – Visual Scripting for Games: EDUCBA
  • Sales Foundations 101: Core Techniques for Success: EDUCBA

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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