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Wiki

Blog
ML
ML
- Introduction To Deep Learning
  Introduction To Deep Learning
  - Neural Networks
    Neural Networks
    
    Week 1 — Neural Networks and Deep Learning
    
    Week 2 — Basics of Neural Network programming
    
    Week 3 — One hidden layer Neural Networks
    
    Week 4 — L Layers Deep Neural Networks
- Machine Learning Engineering for Production
  Machine Learning Engineering for Production
  - Introduction to Machine Learning Engineering for production
    Introduction to Machine Learning Engineering for production
    
    Week 1 — The ML project lifecycle
    
    Week 2 — Key challenges in Modelling
    
    Week 3 — Data
  - ML Data Lifecycle
    ML Data Lifecycle
    
    Week 1 — Collecting, labeling, and validating data
    
    Week 2 — Feature Engineering
    
    Week 3 — Data Journey
  - ML Modeling Pipeline
    ML Modeling Pipeline
    
    Week 1 — Hyperparameter tuning: searching for the best architecture
    
    Week 2 — Dimensionality Reduction
    
    Week 3 — High Performance Modeling"
    
    Week 4 — Model Performance Analysis
  - Deloying ML models
    Deloying ML models
    
    Week 1 — Intro to Model Serving and Infrastructure
    
    Week 2 — Model Serving Architecture, Scaling Infrastructure and More.
    
    Week 3 — ML Experiment Management and Workflow Automation & MLOps Methodology
    
    Week 4 — Model monitoring, Logging & model decay, GDPR, and Privacy
CS
CS
- Rust
  Rust
  - Tutorial
    Tutorial
    
    Getting Started with Rust
    
    Guessing game
    
    Common Programming Concepts in Rust
    
    Ownership in Rust
    
    Structs in Rust
    
    Enums and Pattern Matching in Rust"
    
    Rust's Module System
    
    Common Collections in Rust
    
    Error Handling in Rust
    
    Generic Types in Rust
    
    Traits in Rust
    
    Rust Lifetimes
    
    Testing
    Testing
    
    Testing in Rust
    
    Testing in Rust - Part 2
    
    CLI App
    CLI App
    
    CLI App in Rust
    
    CLI App in Rust - Part 2
    
    Functional
    Functional
    
    Closures in Rust
    
    Iterators in Rust
    
    Cargo
    Cargo
    
    Cargo Workspaces
    
    Publishing a Rust Crate
    
    Smart Pointers
    Smart Pointers
    
    Smart Pointers in Rust - The Deref Trait
    
    Smart Pointers in Rust - The Drop Trait
    
    Smart Pointers in Rust - Reference Counting
    
    Smart Pointers in Rust - Interior Mutability
    
    Smart Pointers in Rust - References Cycles
    
    Box Smart Pointer in Rust
    
    Concurrency
    Concurrency
    
    Concurrency in Rust - Creating Threads
    
    Concurrency in Rust - Message Passing
    
    Concurrency in Rust - Sharing State
    
    OOPS
    OOPS
    
    Object Oriented Programming in Rust
    
    Using Trait Objects in Rust
    
    State Design Pattern in Rust
    
    Patterns
    Patterns
    
    Patterns and Matching in Rust
    
    Pattern Syntax in Rust
    
    Advanced Rust
    Advanced Rust
    
    Writing Unsafe Rust
    
    Advanced Traits Rust
    
    Advanced Types in Rust
    
    Advanced Functions and Closures in Rust
    
    Macros in Rust
etc
etc
- Mathematics
- Regex

Index

title: "MLE for Production" description: "" lead: "" date: 2022-03-26T14:41:21+01:00 lastmod: 2022-03-26T14:41:21+01:00 draft: false images: [] type: docs weight: 20

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