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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 Colorado Boulder

    Fundamentals of Natural Language Processing

    Skills you'll gain: Natural Language Processing, Model Evaluation, Model Optimization, Embeddings, Text Mining, Logistic Regression, Model Training, Statistical Modeling, Machine Learning Methods, Markov Model, Classification Algorithms, Supervised Learning

    ★ 3.9 (18) · Intermediate · Course · 1 - 4 Weeks

    Category: Build toward a degree
    Build toward a degree
  • I

    IBM

    Introduction to Systems Analysis

    Skills you'll gain: Feasibility Studies, Systems Development, Process Modeling, Software Design Documents, Software Development Methodologies, Business Analysis, Functional Requirement, Software Design, Analysis, Business Process Modeling, Business Analysis Tools, Verbal Communication Skills, Communication, Software Development, Data Flow Diagrams (DFDs), Stakeholder Communications, Business Communication, Product Lifecycle Management, Stakeholder Engagement

    ★ 4.6 (53) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Codio

    C++ Basic Structures: Vectors, Pointers, Strings, and Files

    Skills you'll gain: File I/O, Data Import/Export, C++ (Programming Language), C and C++, Programming Principles, Data Structures, File Management, Computer Programming, Data Store, Memory Management, Computer Science, Development Environment

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

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Excel Financial Modeling Mastery: In-Depth Training

    Skills you'll gain: Bookkeeping, Variance Analysis, Dashboard, Budget Management, Financial Analysis, Data Storytelling, Data Presentation, Financial Modeling, Financial Statements, Dashboard Creation, Financial Statement Analysis, Excel Macros, Microsoft Excel, Competitive Analysis, Risk Modeling, Interviewing Skills, Excel Formulas, Spreadsheet Software, Financial Reporting, Data Visualization

    ★ 1.7 (7) · Advanced · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of California, Irvine

    Natural Language Processing and Capstone Assignment

    Skills you'll gain: Social Media Analytics, Predictive Modeling, Natural Language Processing, Predictive Analytics, Social Media, Text Mining, Advanced Analytics, Cloud Computing, Analytics, Business Analytics, Data Science, Customer Analysis, Data Analysis, Geospatial Information and Technology, Machine Learning Methods, Business Intelligence, Unsupervised Learning, Internet Of Things, Deep Learning

    ★ 4.4 (50) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • N

    National Academy of Sports Medicine

    Science of Fat Metabolism

    Skills you'll gain: Nutrition Counseling, Nutrition and Diet, Exercise Science, Sports Medicine, Nutrition Education, Physiology, Endocrinology, Stress Management, Biochemistry

    ★ 4.6 (74) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    SQL Joins

    Skills you'll gain: MySQL, SQL, Relational Databases, Data Analysis, Computer Programming, Computer Science

    ★ 4.5 (186) · Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    File Permissions and Environment Settings in Unix

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

    Status: Free Trial
    Free Trial
  • S

    Shanghai Jiao Tong University

    当代应用心理学

    Skills you'll gain: Human Factors, Consumer Behaviour, Organizational Leadership, Psychological Evaluations, Leadership Studies, Leadership and Management, Psychology, Marketing Psychology, Mental Health, Professional Development, Mental and Behavioral Health, Marketing, Leadership, Criminal Investigation and Forensics, Workforce Development, Personal Attributes, Human Development, Social Sciences, Decision Making

    ★ 4.6 (98) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • D

    DeepLearning.AI

    Сверточные нейронные сети

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Transfer Learning, Network Architecture, Model Training, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Michigan

    Series Orientation: Transforming Education

    Skills you'll gain: Student-Centred Learning, Instructional Strategies, Education and Training, Community Development, Instructional Design, Diversity Equity and Inclusion Initiatives, Collaboration, Time Management

    ★ 4.8 (36) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • 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

    ★ 4.7 (15) · Mixed · 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

  • Fundamentals of Natural Language Processing: University of Colorado Boulder
  • Introduction to Systems Analysis: IBM
  • C++ Basic Structures: Vectors, Pointers, Strings, and Files: Codio
  • Excel Financial Modeling Mastery: In-Depth Training: Coursera
  • Natural Language Processing and Capstone Assignment: University of California, Irvine
  • Science of Fat Metabolism: National Academy of Sports Medicine
  • SQL Joins: Coursera
  • File Permissions and Environment Settings in Unix: EDUCBA
  • 当代应用心理学: Shanghai Jiao Tong University
  • Сверточные нейронные сети: DeepLearning.AI

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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