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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


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    EDUCBA

    Developing Secure IoT Applications

    Skills you'll gain: Cloud Security, Internet Of Things, Network Security, Application Security, Security Management, Data Security, Cloud Services, Security Controls, Time Series Analysis and Forecasting, Cryptography, Data Analysis, Cryptographic Protocols, Identity and Access Management, Data Integrity, Authentications, Vulnerability Assessments

    4.9
    Rating, 4.9 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 3 Months

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    High Tech High Graduate School of Education

    How to Make a Comic Book (Project-Centered Course)

    Skills you'll gain: Storyboarding, Storytelling, Content Creation, Graphic and Visual Design, Visual Storytelling, Layout Design, Digital Publishing, Typography, Creativity, Peer Review

    4.6
    Rating, 4.6 out of 5 stars
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    284 reviews

    Mixed · Course · 1 - 3 Months

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    Interactive Brokers

    ESG-focused Financial Products

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Investment Management, Investments, Portfolio Management, Financial Market, Capital Markets, Financial Analysis, Social Impact, Sustainability Reporting, Environmental Policy, Sustainability Standards, Applied Machine Learning, Market Dynamics

    4.9
    Rating, 4.9 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado System

    Linux Server Management and Security

    Skills you'll gain: Linux Administration, Linux, Linux Servers, Ubuntu, Operating System Administration, Red Hat Enterprise Linux, Unix, User Accounts, Linux Commands, User Provisioning, Systems Administration, System Configuration, Hardening, Security Controls, Authorization (Computing), Network Administration, Software Installation, Package and Software Management, Authentications, Open Source Technology

    4.6
    Rating, 4.6 out of 5 stars
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    920 reviews

    Intermediate · Course · 1 - 3 Months

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    Edureka

    Predictive Modeling with Python

    Skills you'll gain: Predictive Modeling, Statistical Modeling, Statistical Machine Learning, Predictive Analytics, Statistical Methods, Data Analysis, Analytics, Applied Machine Learning, Business Analytics, Machine Learning Methods, Statistical Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Python Programming, Data Manipulation, Pandas (Python Package), NumPy

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Logistic Regression with R: Build & Predict

    Skills you'll gain: Logistic Regression, Model Evaluation, Data Preprocessing, Model Optimization, Predictive Modeling, R Programming, Feature Engineering, Risk Modeling, Applied Machine Learning, Regression Analysis, Predictive Analytics, Machine Learning Methods, Financial Modeling, Machine Learning, Supervised Learning, Credit Risk, Analytics, Performance Metric, Dimensionality Reduction, Data Science

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Quantitative Finance & Risk Modeling

    Skills you'll gain: Financial Modeling, Descriptive Statistics, Data Literacy, Financial Forecasting, Reconciliation, Financial Analysis, A/B Testing, Portfolio Risk, Model Evaluation, Data Cleansing, Classification And Regression Tree (CART), Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Data Analysis, Risk Analysis, Risk Management, R Programming, Statistical Analysis, Machine Learning

    4.1
    Rating, 4.1 out of 5 stars
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    13 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Imperial College London

    Logistic Regression in R for Public Health

    Skills you'll gain: Logistic Regression, Descriptive Statistics, Exploratory Data Analysis, Regression Analysis, Model Evaluation, Statistical Methods, R Programming, Statistical Modeling, Predictive Modeling, Statistical Analysis, Biostatistics, Statistical Software, Predictive Analytics, Probability & Statistics, R (Software), Public Health, Data Preprocessing

    4.8
    Rating, 4.8 out of 5 stars
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    368 reviews

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Capstone Project: Predicting Safety Stock

    Skills you'll gain: Model Evaluation, Time Series Analysis and Forecasting, Feature Engineering, Inventory Management System, Inventory Management, Demand Planning, Matplotlib, Inventory Control, Predictive Modeling, Forecasting, Plot (Graphics), Exploratory Data Analysis, Data Visualization, Model Optimization, Pandas (Python Package), Data Analysis, Data Manipulation, Machine Learning

    3.9
    Rating, 3.9 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Minnesota

    Nursing Informatics Leadership

    Skills you'll gain: Team Building, Learning Strategies, Mentorship, Clinical Leadership, Nursing Administration, Nursing Management, Team Collaboration, Team Leadership, Health Informatics, Clinical Informatics, Leadership Development, Leadership, Professional Development, Nursing, Nurse Education, Adult Education, Nursing Practices, Coaching, Initiative and Leadership, Informatics

    4.7
    Rating, 4.7 out of 5 stars
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    339 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Generative AI, LLMs, and Advanced Applications with Python

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, Generative AI, LLM Application, Large Language Modeling, Generative Adversarial Networks (GANs), Fine-tuning, Generative Model Architectures, ChatGPT, OpenAI, Generative AI Agents, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Autoencoders, Applied Machine Learning, Application Programming Interface (API), Model Evaluation

    Advanced · Course · 1 - 3 Months

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    Amazon Web Services

    AWS Generative AI Lab Series

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, AWS SageMaker, Generative AI, LLM Application, Multimodal Prompts, Large Language Modeling, Applied Machine Learning, Model Training, Scikit Learn (Machine Learning Library), Image Analysis, Business Writing

    Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular applied machine learning courses

  • Developing Secure IoT Applications: EDUCBA
  • How to Make a Comic Book (Project-Centered Course): High Tech High Graduate School of Education
  • ESG-focused Financial Products: Interactive Brokers
  • Linux Server Management and Security: University of Colorado System
  • Predictive Modeling with Python: Edureka
  • Logistic Regression with R: Build & Predict: EDUCBA
  • Quantitative Finance & Risk Modeling: Coursera
  • Logistic Regression in R for Public Health: Imperial College London
  • Capstone Project: Predicting Safety Stock: LearnQuest
  • Nursing Informatics Leadership: University of Minnesota

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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