Machine Learning Courses and Certifications

Master ExpenseIt on iOS to automate receipt management, create expense line items using AI and OCR, and streamline your expense reporting process efficiently.

• SAP Learning
• 1 hour 31 minutes
• Self-Paced
• Free Online Course

AI for Beginners: Inside Large Language Models

Discover how Large Language Models work from the ground up through hands-on exercises and beginner-friendly explanations, covering tokens, transformers, and training processes.

• Zero To Mastery
• 3 hours
• Self-Paced
• Paid Course

AI Services and GDC Deployments and Operations

Explore advanced AI services, deployment, monitoring, and operational aspects of Google Distributed Cloud (GDC), including software upgrades, logging, troubleshooting, and cost management.

• Google Skills
• 1 hour 45 minutes
• Self-Paced
• Free Online Course

Clustering & Classification

Discover k-means clustering and logistic regression to segment data into meaningful groups and predict class membership probabilities with practical applications.

• Brilliant
• Self-Paced
• Paid Course

Dive into advanced SAP IBP demand planning with ML-powered demand sensing, forecasting models, lifecycle planning, promotions, and performance analytics through hands-on exercises.

• SAP Learning
• 5 hours 56 minutes
• Self-Paced
• Free Online Course

Implement AI models with Microsoft Power Platform AI Builder

Implement AI models in Microsoft Power Platform, automating document processing, enhancing apps with ready-to-use models, recognizing text, and creating prediction models for streamlined workflows and improved user experiences.

• Microsoft Learn
• 3 hours 12 minutes
• Self-Paced
• Free Online Course

AI Infrastructure: Networking Techniques

Explore Google Cloud's high-bandwidth, low-latency networking to optimize AI pipelines, from data ingestion and distributed training to inference, applying best practices for maximum workload performance.

• Google Skills
• 1 hour
• Self-Paced
• Free Online Course

Neural Networks and Deep Learning

16 ratings

Explore neural networks and deep learning fundamentals, from building and training models to applying them in real-world scenarios. Gain practical skills for AI development and machine learning applications.

• Coursera
• 1 day 35 minutes
• Self-Paced
• Paid Course

Probabilistic Graphical Models 1: Representation

18 ratings

Explore probabilistic graphical models, including Bayesian networks and Markov networks, to encode complex probability distributions for applications like medical diagnosis and speech recognition.

• Coursera
• 67 hours
• Self-Paced
• Paid Course

Machine Learning 101 with Scikit-learn and StatsModels

878 ratings at Udemy

New to machine learning? This is the place to start: Linear regression, Logistic regression & Cluster Analysis

• Udemy
• 5 hours 17 minutes
• Self-Paced
• Paid Course

Great Learning

Naïve Bayes Algorithm in Hindi - Naïve Bayes Classifier Explained - Machine Learning

हिंदी में नाइव बेयस एल्गोरिथम की व्याख्या, जो मशीन लर्निंग में वर्गीकरण के लिए उपयोग किया जाता है। यह स्पैम फ़िल्टरिंग, टेक्स्ट विश्लेषण और चिकित्सा निदान जैसे अनुप्रयोगों पर केंद्रित है।

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Stanford Seminar - Distributed Perception and Learning Between Robots and the Cloud

Explore distributed perception and learning in robotics, focusing on cloud-robot interactions, offloading strategies, and efficient data sampling for improved performance and cost reduction.

• YouTube
• 47 minutes
• Self-Paced
• Free Online Course

Joint Learning Over Visual and Geometric Data

Explore joint learning approaches in visual and geometric domains to reduce supervision load, leveraging data correlations and self-supervision for improved performance and efficiency.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Efficiently Modeling Long Sequences with Structured State Spaces - Albert Gu

Explore structured state space models for efficient long sequence modeling across modalities, featuring S4's innovative approach to handling extended dependencies in various data types.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Learning the Structure of EHR with Graph Convolutional Transformer - Edward Choi

Explore graph convolutional transformers for learning EHR structure, combining graph convolution and self-attention for supervised prediction tasks in healthcare analytics and representation learning.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video