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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


  • A

    Amazon Web Services

    AWS Generative AI Applications

    Skills you'll gain: Responsible AI, Generative AI, Generative AI Agents, Prompt Engineering, Amazon Bedrock, Data Ethics, AWS SageMaker, AI Workflows, Agentic systems, AI Product Strategy, Agentic Workflows, Amazon Web Services, AI Integrations, LLM Application, AI Orchestration, MLOps (Machine Learning Operations), Application Programming Interface (API), Application Development, Solution Architecture, Data Management

    ★ 4.5 (125) · Beginner · Professional Certificate · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: AI skills
    AI skills
  • E

    EDUCBA

    Pandas with Python: Analyze, Transform & Export Data

    Skills you'll gain: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Time Series Analysis and Forecasting, Data Import/Export, Data Wrangling, Jupyter, Data Visualization, Microsoft Excel, Data Transformation, Plot (Graphics), Data Analysis, Data Cleansing, Data Preprocessing, Memory Management, Sampling (Statistics)

    ★ 4.7 (13) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Regression and Classification

    Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Data Science, Statistical Methods, Classification And Regression Tree (CART), Statistical Analysis, Model Evaluation, Regression Analysis, Predictive Modeling, R Programming, Statistical Inference, Logistic Regression, Model Training, Machine Learning, Classification Algorithms, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms

    ★ 4.1 (18) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Optimize TensorFlow Models For Deployment with TensorRT

    Skills you'll gain: Keras (Neural Network Library), Model Optimization, Tensorflow, Deep Learning, Performance Tuning, Model Deployment, Python Programming

    ★ 4.5 (77) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • G

    Goldman Sachs

    Fundamentals of Financial Planning, with Goldman Sachs 10,000 Women

    Skills you'll gain: Cash Flow Forecasting, Financial Forecasting, Cash Flows, Financial Analysis, Financial Data, Business Planning, Entrepreneurship, Forecasting, Financial Planning, Financial Management, Finance, Business Strategy, Strategic Decision-Making, Strategic Planning

    ★ 4.7 (523) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • S

    Snowflake

    Introduction to Modern Data Engineering with Snowflake

    Skills you'll gain: Data Engineering, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Integration, Data Warehousing, Software Engineering Tools, Data Import/Export, Stored Procedure, Data Sharing, SQL, Data Analysis, GitHub, Microsoft Visual Studio, Command-Line Interface, Application Deployment

    ★ 4.7 (146) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • S

    Simplilearn

    Introduction to Linear Regression Training

    Skills you'll gain: Predictive Analytics, Regression Analysis, Predictive Modeling, Machine Learning, Forecasting, Machine Learning Algorithms, Case Studies, Algorithms

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Apply US GAAP: Prepare & Evaluate Financial Statements

    Skills you'll gain: Financial Reporting, Generally Accepted Accounting Principles (GAAP), Financial Statements, Financial Statement Analysis, Financial Accounting, Balance Sheet, Income Statement, Cash Flows, Revenue Recognition, Inventory Accounting, Accounting, Fixed Asset, Finance, Accounts Receivable, Credit Risk, Investments

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

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Architecting with Google Kubernetes Engine: Workloads

    Skills you'll gain: Kubernetes, Cloud-Native Computing, Google Cloud Platform, Application Deployment, Scalability, Load Balancing, Data Persistence, Data Storage, General Networking, Network Security, Configuration Management

    ★ 4.7 (1.3K) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    Universidad de Chile

    Potenciando mi aprendizaje en el primer año de Universidad

    Skills you'll gain: Time Management, Learning Strategies, Student Support and Services, Organizational Skills, Higher Education, Learning Styles, Stress Management, Personal Development, Self-Awareness

    ★ 4.9 (1.1K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Peking University

    离散数学概论 Discrete Mathematics Generality

    Skills you'll gain: Theoretical Computer Science, Graph Theory, Computational Logic, Logical Reasoning, Computational Thinking, Network Model, Deductive Reasoning, Geospatial Information and Technology, Mathematics and Mathematical Modeling, Computer Science, Algebra, Applied Mathematics, Algorithms

    ★ 4.7 (282) · Beginner · Course · 3 - 6 Months

    Category: Preview
    Preview
  • U

    University of California San Diego

    Big Data Integration and Processing

    Skills you'll gain: Apache Spark, Apache Hadoop, Data Integration, Big Data, Data Pipelines, Data Processing, Data Management, NoSQL, Database Management Systems, Analytics, Splunk, Database Systems, MongoDB, Pandas (Python Package), Query Languages, PostgreSQL

    ★ 4.4 (2.4K) · Beginner · Course · 1 - 3 Months

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

  • AWS Generative AI Applications: Amazon Web Services
  • Pandas with Python: Analyze, Transform & Export Data: EDUCBA
  • Regression and Classification: University of Colorado Boulder
  • Optimize TensorFlow Models For Deployment with TensorRT: Coursera
  • Fundamentals of Financial Planning, with Goldman Sachs 10,000 Women: Goldman Sachs
  • Introduction to Modern Data Engineering with Snowflake: Snowflake
  • Introduction to Linear Regression Training: Simplilearn
  • Apply US GAAP: Prepare & Evaluate Financial Statements: EDUCBA
  • Architecting with Google Kubernetes Engine: Workloads: Google Cloud
  • Potenciando mi aprendizaje en el primer año de Universidad: Universidad de Chile

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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