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Machine Learning
ChromaDB: Syllabus
Learn how to implement high-performance vector search and AI-powered applications using ChromaDB with Python.
September 7, 2023 in Machine Learning, Vector Databases3 minutes
LLMs: Syllabus
Learn how to build, train, optimize, and deploy LLMs with a 90% hands-on approach, using real-world datasets and Python.
September 7, 2023 in AI Development, Machine Learning3 minutes
Milvus: Syllabus
Learn how to implement high-performance vector search, indexing, and AI-powered applications using Milvus with Python.
September 7, 2023 in Machine Learning, Vector Databases3 minutes
ML: Syllabus
Learn how to implement, optimize, and deploy machine learning models with a 90% hands-on approach, using real-world datasets and Python.
September 7, 2023 in Machine Learning, AI Development3 minutes
ML: Introduction to Machine Learning
September 7, 2023 in Machine Learning, AI Development4 minutes
ML: Data Preprocessing and Feature Engineering
September 7, 2023 in Machine Learning, AI Development3 minutes
ML: Supervised Learning - Regression Models
September 7, 2023 in Machine Learning, AI Development3 minutes
ML: Supervised Learning - Classification Models
September 7, 2023 in Machine Learning, AI Development4 minutes
ML: Unsupervised Learning
This module covers unsupervised learning methods such as K-Means clustering, hierarchical clustering, principal component analysis (PCA), and anomaly detection using One-Class SVM.
September 7, 2023 in Machine Learning3 minutes
ML: Neural Networks and Deep Learning
September 7, 2023 in Machine Learning, Deep Learning5 minutes