Developing Machine Learning Solutions

16 ratings at Coursera

Explore the ML lifecycle, AWS services, model evaluation, and MLOps to streamline development and deployment of ML projects.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Rapid Prototyping with IBM Watson Studio

13 ratings at Coursera

Explore automated AI capabilities for rapid prototyping in machine learning using IBM Watson Studio's AutoAI tool, focusing on data preparation, model selection, and hyperparameter optimization.

• Coursera
• 8 hours 53 minutes
• On-Demand
• Free Online Course (Audit)

CertNexus

Follow a Machine Learning Workflow

12 ratings at Coursera

Explore the machine learning workflow from problem formulation to model deployment, including data analysis, model training, and automation techniques for recurring business processes.

• Coursera
• 19 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning and Blockchain with Microsoft Azure

12 ratings at Udemy

ChatBot | QnAMaker | LUIS | Facebookbot | Translate | Blockchain Workbench

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

Machine Learning Models in Science

11 ratings at Coursera

Explore machine learning techniques for scientific problems, from data preprocessing to advanced algorithms like neural networks, using medical and astronomical datasets.

• Coursera
• 11 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

Pragmatic AI Labs

Beginning Llamafile

Learn to serve powerful language models as practical, scalable web APIs using the llama.cpp server. Keep your data private and avoid cloud latency and fees.

• edX
• 2 weeks, 1-3 hours a week
• On-Demand
• Free Online Course (Audit)

Edureka

Machine Learning and NLP Basics

12 ratings at Coursera

Comprehensive exploration of machine learning, deep learning, and NLP fundamentals. Covers core concepts, algorithms, and practical applications, equipping learners with essential skills for AI and data science.

• Coursera
• 19 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

statistics.com

MLOps1 (Azure): Deploying AI & ML Models in Production using Microsoft Azure Machine Learning

6 ratings at edX

Learn to deploy AI & ML models in production using Azure Machine Learning. Gain hands-on experience with data pipelines, versioning, model storage, and monitoring. Master essential skills for successful MLOps implementation.

• edX
• 4 weeks, 5-7 hours a week
• On-Demand
• Free Online Course (Audit)

Packt

Machine Learning: Random Forest with Python from Scratch©

Master Python and Random Forest algorithm for machine learning. Build predictive models, handle data, and optimize performance through hands-on projects and real-world applications.

• Coursera
• 10 hours 13 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

IBM Machine Learning

Gain in-demand AI and Machine Learning skills through hands-on projects, covering supervised and unsupervised learning, deep learning, and reinforcement learning. Build a portfolio and earn an IBM Professional Certificate.

• Coursera
• 43 weeks, 3 hours a week
• On-Demand
• Paid Course
• 5 courses

Pretraining LLMs

Explore the process of pretraining large language models, from dataset creation to model evaluation. Learn to configure, initialize, and train models using Hugging Face, and understand performance benchmarks.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Essentials for Business and Technical Decision Makers

Explore best practices for integrating machine learning into business processes, determining its suitability for problem-solving, and implementing successful organizational adoption strategies.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

Getting Started with Amazon Personalize

Learn to build personalized recommendation engines using Amazon Personalize. Explore key concepts, features, and create a movie recommendation solution in your AWS account through a guided tutorial.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Prerequisites and Advanced Machine Learning for NLP

Master Python, data analysis, and machine learning fundamentals. Explore advanced algorithms and deep learning for NLP applications. Develop skills for implementing and optimizing ML models in NLP tasks.

• Coursera
• 18 hours 41 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Intermediate Data Manipulation and Machine Learning

Explore AI fundamentals, regression analysis, model preparation, classification techniques, and advanced machine learning concepts through interactive labs and real-world applications.

• Coursera
• 13 hours 1 minute
• On-Demand
• Free Online Course (Audit)