Machine Learning Courses and Certifications

Institute of Coding;  UAL Creative Computing Institute

Apply Creative Machine Learning

Discover the creative side of machine learning with this free course using hands-on examples.

• FutureLearn
• 4 weeks, 2 hours a week
• On-Demand
• Free Online Course (Audit)

Amazon Web Services;  Amazon

Machine Learning Exam Basics

Explore AWS machine learning services, from building and deploying models to deep learning. Learn from Amazon's scientists about ML business challenges and data processing in the ML pipeline.

• AWS Skill Builder
• 2 hours
• On-Demand
• Free Certificate

Machine Learning with Python: Zero to GBMs

"Machine Learning with Python: Zero to GBMs" is a practical and beginner-friendly introduction to supervised machine learning, decision trees, and gradient boosting using Python.

• Jovian
• On-Demand
• Free Online Course

Great Learning

Logistic Regression on Customer Data - Machine Learning Algorithms Using Python

In this video, the we will walk you through a case study on Customer data of a financial institution. The objective of the case study is to reduce expenses by targeting only those customers who are likely to subscribe using predictive modeling.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Great Learning

Machine Learning Full Course - Learn Machine Learning

This video will act as a Machine Learning Full Course, which will help you start as a beginner and take your Machine Learning skills to an advanced level.

• YouTube
• 10 hours 35 minutes
• On-Demand
• Free Video

Great Learning

Machine Learning Model Deployment Using Heroku - Heroku Tutorial for Beginners

Great Learning brings you this tutorial on Machine Learning Model Deployment Using Heroku to take you from the starting point through the finishing point of everything you need to know about this domain and getting started on the journey to master it.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Great Learning

Machine Learning Model Deployment Using Flask - Flask Tutorial

Learn to deploy machine learning models using Flask, covering key concepts, architecture, deployment options, and a step-by-step guide for practical implementation.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Great Learning

Hierarchical Clustering

Learn hierarchical clustering techniques, distance measures, and optimal cluster determination for effective unsupervised machine learning applications in data analysis and pattern recognition.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Great Learning

Bagging and Boosting

Explore ensemble learning techniques like bagging and boosting to improve machine learning model performance. Learn how to combine multiple algorithms for better results across various domains.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video

Great Learning

Autocorrelation

Explore autocorrelation in data analytics: its concept, importance, testing methods, and applications. Includes a practical Python demo for hands-on learning and skill development.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Great Learning

Feature Engineering

Learn to optimize machine learning models through feature engineering techniques, from basic concepts to practical Python demonstrations, enhancing your data science skills.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

Great Learning

K Fold Cross Validation

Learn k-fold cross-validation for machine learning, covering theory and hands-on practice in Python. Improve model performance and understand data splitting techniques for effective training and testing.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Great Learning

Machine Learning Applications

Explore text mining applications in machine learning, covering techniques, challenges, transformations, and model building using logistic regression and TF-IDF for practical implementation.

• YouTube
• 1 hour 56 minutes
• On-Demand
• Free Video

Great Learning

Machine Learning Algorithms

Explore key machine learning algorithms including Linear Regression, Naive Bayes, KNN, SVM, and Random Forest. Learn their practical applications and importance in modern technology.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Great Learning

Classification with Decision Trees

Learn to implement classification using decision trees in R, covering key concepts like Gini index, entropy, and impurity measurement. Explore advantages, case studies, and various algorithms for effective machine learning applications.

• YouTube
• 2 hours 14 minutes
• On-Demand
• Free Video