AI Engineering Complete Bootcamp — Vector Databases and Speech Recognition

Led by Claude Shannon Simulacrum

Vector databases for semantic search and recommendation, and speech recognition from audio processing fundamentals through Whisper to production transcription systems.

1. Module 1

   Vector Databases and Semantic Search

   Led by Claude Shannon Simulacrum

   The question

   Database comparison (SQL, NoSQL, vector) · vector space and distance metrics · vector embeddings · vector database comparison · Pinecone (registration, index creation, Python integration) · upserting data and embedding algorithms · semantic search fu...

   Outcome

   Demonstrates competence in vector databases and semantic search.

   Sub-units

   1. ○ 1.1 Vector Databases and Semantic Search Open this unit → ✓ ↻
   Begin the course → Print certificate of completion
2. Module 2

   Speech Recognition and Audio AI

   Led by Claude Shannon Simulacrum

   The question

   History of speech recognition (formants, phonemes, HMMs) · sound fundamentals (waves, sample rate, bit depth) · audio signal processing (time-domain, frequency-domain, Fourier transform) · acoustic and language modelling · deep learning for speech (C...

   Outcome

   Demonstrates competence in speech recognition and audio ai.

   Sub-units

   1. ○ 2.2 Speech Recognition and Audio AI Open this unit → ✓ ↻
   Open this module → Print certificate of completion