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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

    Using gsutil to Perform Operations on Buckets and Objects

    Skills you'll gain: Cloud Storage, File Management, Cloud Computing, Data Storage, Google Cloud Platform, Public Cloud, Python Programming

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Security Operations

    Skills you'll gain: Threat Management, Vulnerability Assessments, Incident Response, Computer Security Incident Management, Vulnerability Management, Threat Detection, Cyber Security Assessment, Cyber Threat Intelligence, Risk Mitigation, Security Management, Security Strategy, Infrastructure Security, Digital Forensics

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Skills for a Modern Entrepreneur or Business Owner

    Skills you'll gain: Value Propositions, Emotional Intelligence, Business Planning, Productivity, Financial Statements, Financial Acumen, User Research, Target Audience, Business Marketing, Microsoft Excel, Marketing Strategies, Customer Acquisition Management, Content Marketing, Financial Analysis, Branding, Market Research, Social Media Strategy, Adaptability, Digital Marketing, Data Visualization

    Beginner · Specialization · 3 - 6 Months

  • U

    Universidad Nacional Autónoma de México

    Python: de explorador de datos a analista

    Skills you'll gain: Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Data Science, Python Programming, Jupyter, Matplotlib, Software Installation, Data Manipulation, Scripting, Package and Software Management, Development Environment

    3.8
    Rating, 3.8 out of 5 stars
    ·
    10 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    HMI Design and Intermediate PLC Programming

    Skills you'll gain: Programmable Logic Controllers, Animations, Human Machine Interfaces, Control Systems, Visualization (Computer Graphics), Control Panels, Test Tools, Interactive Design, Electrical Wiring, Automation Engineering, Simulations, User Interface (UI) Design, User Feedback, System Configuration

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Wetland Conservation Through a Human Lens

    Skills you'll gain: Stakeholder Engagement, Community Outreach, Cultural Diversity, Policy Analysis, Social Sciences, Cultural Sensitivity, Environment and Resource Management, Case Studies, Environmental Issue, Natural Resource Management, Water Resources, Driving engagement, Diversity Equity and Inclusion Initiatives, Governance, Conflict Management, Critical Thinking

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Automate, Analyze, and Evaluate ML Experiments

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Key Performance Indicators (KPIs), Business Metrics, Performance Analysis, Performance Measurement, Responsible AI, Test Execution Engine, Performance Metric, Test Automation, Feature Engineering, Verification And Validation, Content Performance Analysis, Machine Learning, Data Ethics, Quality Assessment, Gap Analysis, Cost Benefit Analysis, Research Design, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Les Expressions Régulières en Python

    Skills you'll gain: Data Validation, Web Scraping, Data Processing, Data Manipulation, Data Transformation, Scripting, Python Programming

    Intermediate · Guided Project · Less Than 2 Hours

  • B

    Board Infinity

    AI-Driven Attribution Testing

    Skills you'll gain: Data-Driven Decision-Making, Strategic Decision-Making, AI Enablement, Data Ethics, Marketing Analytics, Trend Analysis, Case Studies, Artificial Intelligence, Strategic Planning, Marketing Strategies, Business Ethics

    Intermediate · Course · 1 - 4 Weeks

  • D

    Dartmouth College

    Simulation for Digital Transformation

    Skills you'll gain: Simulation and Simulation Software, Digital Transformation, Systems Thinking, Complex Problem Solving, Operations Research, Predictive Analytics, Data-Driven Decision-Making, Verification And Validation, Process Optimization, Data Integration, Risk Management, Python Programming, Event-Driven Programming, Probability & Statistics, Performance Analysis

    Intermediate · Course · 1 - 3 Months

  • E

    Edureka

    Database Design and Operational Business Intelligence

    Skills you'll gain: Data Management, Data Manipulation

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Decoding BFSI: Key Segments and Functions in Finance

    Skills you'll gain: Investment Banking, Financial Services, Banking Services, Insurance, Financial Inclusion, Business Ethics, Banking, Insurance Policies, Underwriting, Financial Analysis, Financial Market, Financial Management, Credit Risk, Retail Banking, Financial Regulation, Bank Regulations, Risk Analysis, Financial Planning, Mobile Banking, Portfolio Management

    Beginner · Course · 1 - 4 Weeks

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

  • Using gsutil to Perform Operations on Buckets and Objects: Google Cloud
  • Security Operations: Packt
  • Skills for a Modern Entrepreneur or Business Owner: Packt
  • Python: de explorador de datos a analista: Universidad Nacional Autónoma de México
  • HMI Design and Intermediate PLC Programming: Packt
  • Wetland Conservation Through a Human Lens: University of Illinois Urbana-Champaign
  • Automate, Analyze, and Evaluate ML Experiments: Coursera
  • Les Expressions Régulières en Python: Coursera
  • AI-Driven Attribution Testing: Board Infinity
  • Simulation for Digital Transformation: Dartmouth College

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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