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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


  • C

    Coursera

    Support Vector Machines in Python, From Start to Finish

    Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Tensorflow, Cloud Computing, Statistical Machine Learning, Machine Learning Software, Classification Algorithms, Applied Machine Learning, Machine Learning Methods, Python Programming, Model Training, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Model Optimization, Scientific Visualization

    ★ 4.6 (162) · Intermediate · Guided Project · Less Than 2 Hours

  • P

    Pearson

    General Psychology

    Skills you'll gain: Clinical Psychology, Mental Health Diseases and Disorders, Human Development, Mental Health, Psychology, Sensory Systems Analysis, Problem Solving, Self-Awareness, Psychotherapy, Learning Strategies, Decision Making, Stress Management, Mental Health Therapies, Human Learning, Child Development, Personal Development, Learning Theory, Social Sciences, Sociology, Scientific Methods

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
  • U

    Universiteit Leiden

    De-Mystifying Mindfulness

    Skills you'll gain: Mindfulness, Meditation & Breathwork, Self-Awareness, Mental Health Therapies, Personal Development, Open Mindset, Mental Health, Compassion, Psychotherapy, Social Justice, Psychology, Liberal Arts, Stress Management, Social Sciences, Social Impact, Cultural Sensitivity, Trauma Care, Ethical Standards And Conduct

    ★ 4.8 (1.6K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Geneva

    Understanding Financial Markets

    Skills you'll gain: Financial Systems, Financial Market, Capital Markets, Portfolio Management, Investments, Market Dynamics, Securities (Finance), Equities, Investment Management, Investment Banking, Portfolio Risk, Financial Policy, Economics, Risk Analysis, Banking, Risk Management, Return On Investment, Financial Analysis

    ★ 4.8 (6K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • D

    Duke University

    English Composition I

    Skills you'll gain: Research, Persuasive Communication, Writing and Editing, English Language, Case Studies, Journalism, Editing

    ★ 4.6 (1.3K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing

    Skills you'll gain: Digital Signal Processing, Digital Communications, Communication Systems, Image Analysis, Telecommunications, Electrical Engineering, Electrical and Computer Engineering, Electronics Engineering, Embedded Systems, Electronic Hardware, Electronics, Numerical Analysis, Systems Analysis, Algorithms, Linear Algebra, Jupyter, Applied Mathematics

    ★ 4.5 (815) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • G

    Google

    Use AI as a Creative or Expert Partner

    Skills you'll gain: Prompt Engineering, Multimodal Prompts, Prompt Patterns, AI powered creativity, Generative AI Agents, AI Personalization, LLM Application, Agentic Workflows, Ideation, Scenario Testing, Solution Design, Software Versioning

    ★ 4.8 (2.7K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • I

    IBM

    Unstructured Data Engineering for AI

    Skills you'll gain: Unstructured Data, Data Engineering, Data Cleansing, Responsible AI, Data Processing, Data Quality, Data Governance, Data Lakes, Text Mining, Data Capture, AI Workflows, Data Architecture, Document Management, Taxonomy, Retrieval-Augmented Generation, Metadata Management, Personally Identifiable Information, Information Architecture, Data Collection, Release Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • S

    Simplilearn

    Build Multi-Agent Systems with AutoGen for Beginners

    Skills you'll gain: AI Workflows, AI Orchestration, Generative AI Agents, Agentic Workflows, Agentic systems, LLM Application, Large Language Modeling, Artificial Intelligence, AI Personalization, Automation, Context Management, Memory Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Perform data science with Azure Databricks

    Skills you'll gain: PySpark, Databricks, Apache Spark, MLOps (Machine Learning Operations), Microsoft Azure, Big Data, Data Lakes, Model Training, Machine Learning Methods, Data Processing, Deep Learning, Data Transformation, Model Deployment, Data Pipelines, Data Manipulation, Model Evaluation, Machine Learning, Distributed Computing, Exploratory Data Analysis

    ★ 3.1 (80) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University at Buffalo

    Digital Manufacturing & Design Technology

    Skills you'll gain: Model Based Systems Engineering, Peer Review, Programmable Logic Controllers, Systems Engineering, Product Lifecycle Management, Intrusion Detection and Prevention, Security Controls, Performance Measurement, Collaborative Software, Control Systems, Continuous Monitoring, Anomaly Detection, Manufacturing and Production, Machine Controls, Incident Response, Digital Transformation, Cyber Attacks, Vulnerability Assessments, Cybersecurity, Manufacturing Operations

    ★ 4.6 (7.1K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • E

    Edureka

    Natural Language Processing Essentials

    Skills you'll gain: Data Preprocessing, Classification Algorithms, Applied Machine Learning, Embeddings, Machine Learning Methods, Model Evaluation, Dependency Analysis

    ★ 3 (6) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Support Vector Machines in Python, From Start to Finish: Coursera
  • General Psychology: Pearson
  • De-Mystifying Mindfulness: Universiteit Leiden
  • Understanding Financial Markets: University of Geneva
  • English Composition I: Duke University
  • Digital Signal Processing: École Polytechnique Fédérale de Lausanne
  • Use AI as a Creative or Expert Partner: Google
  • Unstructured Data Engineering for AI: IBM
  • Build Multi-Agent Systems with AutoGen for Beginners: Simplilearn
  • Perform data science with Azure Databricks: Microsoft

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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