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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


  • U

    University of California, Irvine

    Predictive Modeling, Model Fitting, and Regression Analysis

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning

    4.5 stars, 76 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (76) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Healthy Practices: Nutrition, Physical Activity, and Community and Family Participation

    Skills you'll gain: Nutrition Education, Community Health, Nutrition and Diet, Health Education, Health Promotion, Public Health, Public Health and Disease Prevention, Child Health, Preventative Care, Health Disparities, Working With Children, Health Equity, Family Support, Exercise Science, Community Development, Student Engagement, Community Outreach, Student Support and Services, Health Policy

    4.7 stars, 882 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (882) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    PyTorch: Techniques and Ecosystem Tools

    Skills you'll gain: Hugging Face, Model Optimization, Fine-tuning, Transfer Learning, Model Training, Embeddings, Data Preprocessing

    5 stars, 19 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (19) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Gemini in BigQuery

    Skills you'll gain: Gemini, Google Gemini, Retrieval-Augmented Generation, Embeddings, Generative AI, Predictive Modeling, Vector Databases, Google Cloud Platform, Big Data, Data Analysis, Exploratory Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, SQL, LLM Application, Query Languages, Data Wrangling, AI Integrations, Python Programming, Machine Learning

    4.6 stars, 11 reviews, Beginner, Specialization, 1 - 4 Weeks

    ★ 4.6 (11) · Beginner · Specialization · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    TensorFlow for Beginners: Basic Binary Image Classification

    Skills you'll gain: Model Deployment, Tensorflow, Model Evaluation, Data Preprocessing, Image Analysis, Model Training, Artificial Neural Networks, Convolutional Neural Networks, Model Optimization, Data Processing, Network Model, Applied Machine Learning, Machine Learning Methods, Computer Vision, Deep Learning

    Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Personality Development: Analyze, Apply & Transform

    Skills you'll gain: Tenacity, Persistence, Personal Attributes, Personal Development, Self-Awareness, Case Studies, Emotional Intelligence, Growth Mindedness, Resilience, Empowerment, Psychological Evaluations, Applied Behavior Analysis, Psychology

    4.4 stars, 17 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (17) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Toronto

    Learn Interpersonal Psychotherapy

    Skills you'll gain: Patient Communication, Patient Education And Counseling, Psychosocial Assessments, Patient Evaluation, Interpersonal Communications, Psychotherapy, Clinical Psychology, Mental Health Therapies, Patient Treatment, Treatment Planning, Rapport Building, Mental Health Counseling, Conflict Management, Interactive Learning, Mental Health Diseases and Disorders, Case Studies, Stress Management, Mental Health, Clinical Practices

    4.8 stars, 115 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (115) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Image Captioning with TensorFlow & Streamlit

    Skills you'll gain: Amazon Elastic Compute Cloud, Cloud Deployment, Amazon Web Services, Model Deployment, Application Deployment, Tensorflow, Image Analysis, Convolutional Neural Networks, Feature Engineering, Data Preprocessing, Deep Learning, Model Training, Data Processing, Recurrent Neural Networks (RNNs), Data Cleansing, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Migrating to the AWS Cloud

    Skills you'll gain: Amazon Web Services, Data Migration, Cloud Management, Cloud Infrastructure, Cloud Solutions, Cloud Security, Data Mapping, Data Import/Export, Cloud Computing, Cloud Services, Cloud Computing Architecture, Infrastructure Architecture, Cloud Deployment

    4.5 stars, 258 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (258) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Building Trustworthy AI

    Skills you'll gain: AI Security, Responsible AI, Threat Modeling, Governance Risk Management and Compliance, Compliance Management, Risking, Data Ethics, Data Governance, Model Evaluation, Reinforcement Learning, Risk Management, Prompt Engineering, Governance, Regulatory Compliance, Security Testing, MLOps (Machine Learning Operations), MITRE ATT&CK Framework, Continuous Monitoring, Ethical Standards And Conduct, Vulnerability Assessments

    3.2 stars, 16 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.2 (16) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Marketing Psychology & Consumer Behavior

    Skills you'll gain: Marketing Psychology, Customer Insights, Data-Driven Marketing, Consumer Behaviour, Customer Analysis, Driving engagement, Brand Loyalty, Customer Engagement, Marketing Strategies, Customer Relationship Management, Customer Relationship Management (CRM) Software, Strategic Marketing, Behavioral Economics, Marketing Analytics, Marketing, Marketing Communications, Sustainable Business, Data-Driven Decision-Making, Growth Strategies, Business Ethics

    4.9 stars, 12 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.9 (12) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Leadership Strategies for AI and Generative AI

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Human Centered Design, Problem Solving, Critical Thinking and Problem Solving, AI Security, Business Leadership, Strategic Leadership, AI Product Strategy, Generative Adversarial Networks (GANs), Business Strategy, Ethical Standards And Conduct, Decision Intelligence, Strategic Thinking, Artificial Intelligence, Critical Thinking, Design Thinking, Thought Leadership, Project Implementation

    4.6 stars, 242 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (242) · Beginner · Specialization · 3 - 6 Months

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

  • Predictive Modeling, Model Fitting, and Regression Analysis: University of California, Irvine
  • Healthy Practices: Nutrition, Physical Activity, and Community and Family Participation: University of Colorado System
  • PyTorch: Techniques and Ecosystem Tools: DeepLearning.AI
  • Gemini in BigQuery: Google Cloud
  • TensorFlow for Beginners: Basic Binary Image Classification: Coursera
  • Personality Development: Analyze, Apply & Transform: EDUCBA
  • Learn Interpersonal Psychotherapy: University of Toronto
  • Image Captioning with TensorFlow & Streamlit: EDUCBA
  • Migrating to the AWS Cloud: Amazon Web Services
  • Building Trustworthy AI: 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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