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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


  • D

    DeepLearning.AI

    Data I/O and Preprocessing with Python and SQL

    Skills you'll gain: Web Scraping, Extract, Transform, Load, Data Manipulation, Data Wrangling, Data Preprocessing, Data Validation, Data Processing, Data Ethics, Data Import/Export, Data Cleansing, SQL, Data Transformation, JSON, Query Languages, Data Pipelines, Pandas (Python Package), Data Collection, Generative AI, Relational Databases, Unstructured Data

    4.5 stars, 23 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (23) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Key Industry 4.0 Technologies in Manufacturing - 1

    4.5 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Cryptographic Hash and Integrity Protection

    Skills you'll gain: Cryptography, Cryptographic Protocols, Data Integrity, Encryption, Authentications, Data Security, Data Encryption Standard, Advanced Encryption Standard (AES), Digital Communications

    4.5 stars, 102 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Electrodynamics: In-depth Solutions for Maxwell’s Equations

    Skills you'll gain: electromagnetics, Electrical Engineering, Electrical Systems, Differential Equations, Electronic Components, Advanced Mathematics, Integral Calculus, Physics, Engineering Analysis

    4.9 stars, 127 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.9 (127) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Product Management

    Skills you'll gain: Backlogs, Product Roadmaps, Sprint Planning, Agile Methodology, Collaborative Software, Product Management, AI Product Strategy, Wireframing, Agile Product Development, A/B Testing, Project Estimation, Microsoft Teams, Agile Software Development, Agile Project Management, Product Strategy, Product Planning, Jira (Software), Estimation, Project Management Software, Productivity Software

    4.1 stars, 13 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.1 (13) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Engaging and Assessing Students with Plickers

    Skills you'll gain: Student Engagement, Interactive Learning, Digital pedagogy, Instructional Strategies, Education Software and Technology, Pedagogy, User Accounts, Teaching, Barcoding, Account Management, Analysis

    4.8 stars, 41 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (41) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    Business-to-Consumer (B2C) Sales Strategies and Techniques

    Skills you'll gain: Product Knowledge, Selling Techniques, Target Audience, Customer Relationship Building, Oral Expression, General Sales Practices, Sales Prospecting, Verbal Communication Skills, Closing (Sales), Business-To-Consumer, Target Market, Sales, Communication, Sales Strategy, Customer Engagement, Brand Loyalty, Rapport Building, Customer Retention, Persona Development

    4.7 stars, 22 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (22) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Modern Graph Theory Algorithms with Python

    Skills you'll gain: Graph Theory, Network Analysis, Network Model, Social Network Analysis, Graphing, NoSQL, Data Science, Query Languages, Visualization (Computer Graphics), Applied Machine Learning, Data Transformation, Big Data, Machine Learning Methods, Python Programming, Spatial Data Analysis, Deep Learning, Machine Learning, Machine Learning Algorithms

    Intermediate · Course · 3 - 6 Months

  • U

    University of Colorado System

    Palliative Care Capstone Projects

    Skills you'll gain: Pain Management, Hospice, Patient Communication, Healthcare Ethics, Compassion, Patient Evaluation, Patient Education and Support, Patient-centered Care, Health Assessment, Clinical Assessment, Psychosocial Assessments, Self-Awareness, Communication

    4.7 stars, 43 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (43) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Building a Generative AI-Ready Organization

    Skills you'll gain: Decision Intelligence, AI Enablement, AI Product Strategy, Decision Support Systems, Strategic Thinking, Data-Driven Decision-Making, Competitive Intelligence, Innovation, Operational Efficiency, Strategic Planning, Technology Strategies, Thought Leadership, Program Implementation, AI Integrations, Project Implementation, Workforce Development, Employee Training

    4.5 stars, 108 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (108) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • U

    University of Colorado Boulder

    The Evolution of Video Editing Techniques

    Skills you'll gain: Video Editing, Post-Production, Storyboarding, Editing, Video Production, Videography, Animations, Photo/Video Production and Technology, Storytelling, Media Production, Music, Visual Storytelling, Typography, Creative Problem-Solving, Communication

    4.2 stars, 17 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.2 (17) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pearson

    Data Science Fundamentals, Part 2

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, A/B Testing, Matplotlib, Plot (Graphics), Box Plots, Sampling (Statistics), Statistical Hypothesis Testing, Predictive Analytics, Data Analysis, Regression Analysis, Statistical Inference, Descriptive Statistics, Statistical Methods, Data Science, NumPy, Machine Learning, Python Programming

    Beginner · Specialization · 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

  • Data I/O and Preprocessing with Python and SQL: DeepLearning.AI
  • Key Industry 4.0 Technologies in Manufacturing - 1: Board Infinity
  • Cryptographic Hash and Integrity Protection: University of Colorado System
  • Electrodynamics: In-depth Solutions for Maxwell’s Equations: Korea Advanced Institute of Science and Technology(KAIST)
  • Product Management: Packt
  • Engaging and Assessing Students with Plickers: Coursera
  • Business-to-Consumer (B2C) Sales Strategies and Techniques: Coursera
  • Modern Graph Theory Algorithms with Python: Packt
  • Palliative Care Capstone Projects: University of Colorado System
  • Building a Generative AI-Ready Organization: Amazon Web Services

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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