Search results for machine learning

Machine Learning : A Beginner's Basic Introduction

351 ratings at Udemy

Learn Machine Learning Basics with a Practical Example

• Udemy
• 1 hour 48 minutes
• On-Demand
• Paid Course

Statistical Learning with R

28 reviews

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R. Course material updated in 2021 for second edition of the course textbook.

• edX
• 11 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

AWS Machine Learning Engineer Nanodegree

41 ratings at Udacity

Equip developers with AWS SageMaker skills to build and deploy ML models in production. Learn data science, model design, and best practices for real-world applications.

• Udacity
• 4 months 2 weeks 5 days 11 hours 36 minutes
• On-Demand
• Paid Course

Master machine learning DevOps: streamline model deployment, automate workflows, and ensure production-ready ML systems with industry best practices and cutting-edge tools.

• Udacity
• 3 months 4 days 18 hours 48 minutes
• On-Demand
• Paid Course

Microcredential

Journey into Machine Learning with Sklearn and Tensorflow

Dive into machine learning fundamentals through advanced deep learning, mastering data preprocessing, model optimization, and neural networks using real-world datasets with Sklearn and Tensorflow frameworks.

• CodeSignal
• On-Demand
• Free Certificate
• 5 courses

Microcredential

Intro to Machine Learning in Trading with $TSLA

Dive into financial data analysis and machine learning techniques using Tesla stock data to build predictive trading models and make data-driven investment decisions.

• CodeSignal
• On-Demand
• Free Certificate
• 4 courses

Microcredential

Introduction to Machine Learning with SciKit Learn

Master machine learning fundamentals using SciKit-learn, from data preprocessing through advanced model evaluation, including regression, classification, ensemble methods and hyperparameter tuning.

• CodeSignal
• On-Demand
• Free Certificate
• 7 courses

Feature Engineering for Machine Learning

Master feature engineering techniques using the Abalone Dataset to improve ML model performance through extraction, selection, and transformation methods for uncovering meaningful patterns in data.

• CodeSignal
• On-Demand
• Free Certificate

Introduction to Supervised Machine Learning

Master supervised machine learning through hands-on wine quality prediction, implementing linear and logistic regression models while exploring feature analysis, gradient descent, and model evaluation techniques.

• CodeSignal
• On-Demand
• Free Certificate

Advanced Machine Learning Models for Prediction

Master advanced machine learning algorithms including SVM, decision trees, random forests, and neural networks for predictive modeling using Scikit-Learn, with focus on practical implementation and optimization.

• CodeSignal
• On-Demand
• Free Certificate

Introduction to Machine Learning

Explore machine learning concepts and workflows using AWS SageMaker, from data analysis to model deployment. Learn to apply ML techniques, use advanced algorithms, and optimize models for real-world scenarios.

• Udacity
• 4 weeks, 4-5 hours a week
• On-Demand
• Paid Course

Operationalizing Machine Learning on SageMaker

Learn advanced techniques for deploying professional ML projects on SageMaker, covering resource management, distributed training, high-throughput pipelines, and security in AWS.

• Udacity
• 4 weeks, 4-5 hours a week
• On-Demand
• Paid Course

Discovering Artificial Intelligence and Machine Learning

Discover Artificial Intelligence and Machine Learning, learn about how they work, and find out how they are used to solve problems in new ways that were never possible in the past.

• Udacity
• 1 hour
• On-Demand
• Paid Course

Data Cleaning and Preprocessing in Machine Learning

Master data preprocessing techniques using the Titanic dataset, covering cleaning, handling missing values, outlier detection, feature engineering, and model training with Python and Pandas for effective machine learning preparation.

• CodeSignal
• On-Demand
• Free Certificate

Foundational Machine Learning Models with Sklearn

Master fundamental machine learning algorithms using Sklearn and the Iris dataset, from linear regression to decision trees, with hands-on implementation, evaluation metrics, and model optimization techniques.

• CodeSignal
• On-Demand
• Free Certificate