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‎README.md

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* Testing With ExUnit
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* ExUnit With Mix Projects
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* Documentation and Static Analysis
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* Group Project
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## OTP and Advanced Syntax
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* Protocols
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* Supervisor Basics and Fault Tolerance
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* Recursion
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* Benchmarking and Performance
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* Streams
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* Performance Optimization
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* Files and Data Validation
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* Processes
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* Agent, Task, and ETS
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* Supervisor Basics and Fault Tolerance
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* Concurrency With Tasks
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* State Management With Agents
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* In Memory State With Agents and ETS.
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* Files and Data Validation
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## Web Servers and Phoenix
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* HTML & CSS
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* HTML and CSS
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* APIs & Parsing JSON
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* Phoenix
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## Databases With Ecto
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* Phoenix and Ecto One-to-One Relationships
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* Tailwind
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## LiveView
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* UX/UI Design + Accessibility
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* Phoenix LiveView
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* LiveView
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* Testing LiveView
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* Phoenix Forms
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* PubSub & Channels
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* GraphQL & Absinthe (+ Testing Patterns)
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* PubSub and Channels
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* GraphQL and Absinthe
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## Capstone Project Preparation
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* Capstone Project
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* UX/UI Design + Accessibility
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## Quality Assurance
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* TDD Techniques (Red Green Refactor)
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* Metrics, Telemetry, Live Dashboard
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* Observability
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* Factories & Mocks
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* Property Based Testing (Stream Data) + E2E Testing (Wallaby)
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* CI/CD, Code Coverage, GitHub Actions & Hooks
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## Architecture
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* Software & Product Management (Agile, StandUps, Kanban)
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* Architecture Design & Patterns (Diagrams, UML, CQRS/ES, Contexts, MVC)
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* Advanced Livebook (Graphs, Tables, Connecting Projects)
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* Open Source Patterns & Advanced GitHub (PRs, Forking, Cloning, Issues, Rebasing)
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* Group Project Start
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* Designing Elixir Systems With OTP
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## Group Project
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* Project Management
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* Group Project
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## External Libraries
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* Emailing & Swoosh
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* Oban
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* Genserver Bottlenecks
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* Worker Pools
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* Deployment
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## (Final Project)
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## Final Project
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* Demo Day
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<!-- course-outline-end -->

‎exercises/_template.livemd

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```
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$ git add .
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$ git commit -m "finish saferange exercise"
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$ git commit -m "finish template exercise"
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```
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## Up Next
51-
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| Previous | Next |
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| ------------------------------------------------ | ---------------------------------------------------: |
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| [PREVIOUS](../exercises/PREVIOUS.livemd) | [NEXT](../reading/NEXT.livemd) |

‎exercises/anagram_solver.livemd

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$ git add .
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$ git commit -m "finish anagram solver exercise"
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```
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## Up Next
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| Previous | Next |
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| ------------------------------------------ | -------------------------------------------------: |
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| [Factorial](../exercises/factorial.livemd) | [Big O Notation](../reading/big_o_notation.livemd) |

‎exercises/battle_map.livemd

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## Up Next
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| Previous | Next |
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| -------------------------------------------------------------- | -------------------------------------------: |
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| [Consumable Protocol](../exercises/consumable_protocol.livemd) | [Supervisors](../reading/supervisors.livemd) |
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| Previous | Next |
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| -------------------------------------------------------------- | ---------------------------------------: |
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| [Consumable Protocol](../exercises/consumable_protocol.livemd) | [Recursion](../reading/recursion.livemd) |

‎exercises/capstone_project_mock.livemd

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$ git add .
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$ git commit -m "finish capstone project mock exercise"
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```
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## Up Next
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| Previous | Next |
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| ---------------------------------------------------- | -------------------------------------: |
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| [Portfolio Mock](../exercises/portfolio_mock.livemd) | [LiveView](../reading/liveview.livemd) |

‎exercises/concurrent_image_processing.livemd

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## Up Next
8585

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| Previous | Next |
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| ---------------------------------------------- | -------------------------------------------------: |
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| [Smart Cache](../exercises/smart_cache.livemd) | [Kitchen Queue](../exercises/kitchen_queue.livemd) |
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| Previous | Next |
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| ------------------------------ | -------------------------------------------------------: |
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| [Task](../reading/task.livemd) | [Caching Agent ETS](../reading/caching_agent_ets.livemd) |

‎exercises/custom_enum_with_recursion.livemd

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Implement the following [Enum](https://hexdocs.pm/elixir/Enum.html) functions in this `CustomEnum` function. Each should use recursion
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to accomplish the same functionality as the [Enum](https://hexdocs.pm/elixir/Enum.html) module does.
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* `Enum.reverse/2`
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* `Enum.map/2`
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* `Enum.filter/2`
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* `Enum.sum/2`
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* `Enum.join/1`
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* [Enum.reverse/2](https://hexdocs.pm/elixir/Enum.html#reverse/2)
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* [Enum.map/2](https://hexdocs.pm/elixir/Enum.html#map/2)
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* [Enum.filter/2](https://hexdocs.pm/elixir/Enum.html#filter/2)
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* [Enum.sum/2](https://hexdocs.pm/elixir/Enum.html#sum/2)
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* [Enum.join/1](https://hexdocs.pm/elixir/Enum.html#join/1)
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Keep in mind you may need to delegate to another function if an accumulator is required.
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We've installed the [Benchee](https://github.com/bencheeorg/benchee) project in this livebook.
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Benchmark your solution against the existing `Enum` module. Is yours faster or slower? Keep in mind that the `Enum` module contains implementations for all enumerables, not just lists.
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Benchmark your solution against the existing [Enum](https://hexdocs.pm/elixir/Enum.html) module. Is yours faster or slower? Keep in mind that the [Enum](https://hexdocs.pm/elixir/Enum.html) module contains implementations for all enumerables, not just lists.
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```elixir
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## Up Next
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| Previous | Next |
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| ---------------------------------------- | -------------------------------------------------: |
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| [Recursion](../reading/recursion.livemd) | [Lucas Numbers](../exercises/lucas_numbers.livemd) |
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| Previous | Next |
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| -------------------------------------------------- | -----------------------------------------------------------: |
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| [Big O Notation](../reading/big_o_notation.livemd) | [Games Benchmarking](../exercises/games_benchmarking.livemd) |

‎exercises/drill-enum1-replace-nils.livemd

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```
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$ git add .
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$ git commit -m "finish saferange exercise"
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$ git commit -m "finish drill-enum1-replace-nils exercise"
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```
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## Up Next
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| Previous | Next |
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| ---------------------------------------- | -----------------------------: |
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| [A Safe Range](../exercises/saferange.livemd) | [Non-Enumerables](../reading/non_enumerables.livemd) |

‎exercises/drill-enum2-replace-nils.livemd

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```
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$ git add .
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$ git commit -m "finish saferange exercise"
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$ git commit -m "finish drill-enum2-replace-nils exercise"
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```
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## Up Next
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| Previous | Next |
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| ---------------------------------------- | -----------------------------: |
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| [Book Search](../exercises/book_search.livemd) | [Built-In Modules](../reading/built-in_modules.livemd) |

‎exercises/drill-patternmatching-replace-nils.livemd

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to practise writing/using functions with pattern matching
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in the functions' heads.
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To develop familiarity with functions and pattern matching,
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you will replace `nil` values in a list with values from a
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second list at the same index.
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```
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$ git add .
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$ git commit -m "finish saferange exercise"
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$ git commit -m "finish drill-patternmatching-replace-nils exercise"
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```
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## Up Next
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| Previous | Next |
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| ---------------------------------------- | -----------------------------: |
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| [Metric Conversion](../exercises/metric_conversion.livemd) | [Guards](../reading/guards.livemd) |

‎exercises/drill-reduce-replace-nils.livemd

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```
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$ git add .
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$ git commit -m "finish saferange exercise"
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$ git commit -m "finish drill-reduce-replace-nils exercise"
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```
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## Up Next
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| Previous | Next |
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| ---------------------------------------- | -----------------------------: |
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| [Custom Enums](../exercises/custom_enum_with_reduce.livemd) | [Dates and Times](../reading/datetime.livemd) |

‎exercises/factorial.livemd

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## Up Next
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| Previous | Next |
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| -------------------------------------------------- | ---------------------------------------------------: |
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| [Lucas Numbers](../exercises/lucas_numbers.livemd) | [Anagram Solver](../exercises/anagram_solver.livemd) |
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| Previous | Next |
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| -------------------------------------------------- | -------------------------------------------------------: |
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| [Lucas Numbers](../exercises/lucas_numbers.livemd) | [Pascals Triangle](../exercises/pascals_triangle.livemd) |

‎exercises/fibonacci.livemd

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## Up Next
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| Previous | Next |
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| -------------------------------------------------------------------------- | -------------------------------------------------------: |
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| [Maps MapSets Keyword Lists](../reading/maps_mapsets_keyword_lists.livemd) | [Pascals Triangle](../exercises/pascals_triangle.livemd) |
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| Previous | Next |
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| ---------------------------------------- | -------------------------------------------------: |
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| [Recursion](../reading/recursion.livemd) | [Lucas Numbers](../exercises/lucas_numbers.livemd) |

‎exercises/fibonacci_challenge.livemd

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```
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Use `Benchee` to benchmark the performance of `FastFib.sequence/1` function. The student in the class with the fastest `FastFib` time wins.
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Use [Benchee](https://hexdocs.pm/benchee/Benchee.html) to benchmark the performance of `FastFib.sequence/1` function. The student in the class with the fastest `FastFib` time wins.
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```elixir
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Benchee.run(
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```
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$ git commit -m "finish fibonacci challenge exercise"
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```
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## Up Next
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| Previous | Next |
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| -------------------------------------------------------------------------- | -------------------------------------------------------: |
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| [Maps MapSets Keyword Lists](../reading/maps_mapsets_keyword_lists.livemd) | [Pascals Triangle](../exercises/pascals_triangle.livemd) |
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| Previous | Next |
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| -------------------------------------------------------------------------- | ---------------------------------------: |
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| [Maps MapSets Keyword Lists](../reading/maps_mapsets_keyword_lists.livemd) | [Processes](../reading/processes.livemd) |

‎exercises/games_benchmarking.livemd

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$ git commit -m "finish games benchmarking exercise"
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```
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## Up Next
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| Previous | Next |
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| -------------------------------------------------------------- | ---------------------------------: |
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| [Games Guessing Game](../exercises/games_guessing_game.livemd) | [ExUnit](../reading/exunit.livemd) |
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| Previous | Next |
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| ---------------------------------------------------------------------------- | -----------------------------------: |
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| [Custom Enum With Recursion](../exercises/custom_enum_with_recursion.livemd) | [Streams](../reading/streams.livemd) |

‎exercises/games_documentation_and_static_analysis.livemd

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## Up Next
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| Previous | Next |
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| -------------------------------- | -----------------------------------------------------: |
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| [Credo](../reading/credo.livemd) | [Typespec Drills](../exercises/typespec_drills.livemd) |
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| Previous | Next |
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| ------------------------------------------------------ | ---------------------------------------: |
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| [Typespec Drills](../exercises/typespec_drills.livemd) | [Protocols](../reading/protocols.livemd) |

‎exercises/games_wordle.livemd

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$ git commit -m "finish games wordle exercise"
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## Up Next

‎exercises/kitchen_queue.livemd

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## Up Next
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| Previous | Next |
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| ------------------------------------------------------------------------------ | -------------------------------------: |
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| [Concurrent Image Processing](../exercises/concurrent_image_processing.livemd) | [HTML CSS](../reading/html_css.livemd) |
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| Previous | Next |
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| ---------------------------------------------- | -----------------------------: |
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| [Smart Cache](../exercises/smart_cache.livemd) | [File](../reading/file.livemd) |

‎exercises/lazy_product_filters.livemd

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<!-- livebook:{"break_markdown":true} -->
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Implement the `StreamProducts` module using Streams instead of the [Enum](https://hexdocs.pm/elixir/Enum.html) module.
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## Bonus: Benchmark
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Did using `Stream` improve the performance of you solution? Use `Benchee` to find out. Ensure you benchmark your solution with a large and varied data set. We've included the [Faker](https://hexdocs.pm/faker/readme.html) project to make this easier.
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Did using [Stream](https://hexdocs.pm/elixir/Stream.html) improve the performance of you solution? Use [Benchee](https://hexdocs.pm/benchee/Benchee.html) to find out. Ensure you benchmark your solution with a large and varied data set. We've included the [Faker](https://hexdocs.pm/faker/readme.html) project to make this easier.
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Faker.Food.dish()
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## Up Next
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| Previous | Next |
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| -------------------------------------------------------------- | ---------------------------------------------------: |
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| [Math Module Testing](../exercises/math_module_testing.livemd) | [ExUnit With Mix](../reading/exunit_with_mix.livemd) |
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| Previous | Next |
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| -------------------------------------------------- | ---------------------------------------------------: |
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| [Stream Drills](../exercises/stream_drills.livemd) | [Lists Vs Tuples](../reading/lists_vs_tuples.livemd) |

‎exercises/lucas_numbers.livemd

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Lucas.sequence(10)
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To avoid recomputing lucas numbers over and over, we can implement `sequence/1` using `Enum.reduce/3` instead.
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To avoid recomputing lucas numbers over and over, we can implement `sequence/1` using [Enum.reduce/3](https://hexdocs.pm/elixir/Enum.html#reduce/3) instead.
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```elixir
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def sequence(length) do
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## Up Next
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151-
| Previous | Next |
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| ---------------------------------------------------------------------------- | -----------------------------------------: |
153-
| [Custom Enum With Recursion](../exercises/custom_enum_with_recursion.livemd) | [Factorial](../exercises/factorial.livemd) |
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| Previous | Next |
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| ------------------------------------------ | -----------------------------------------: |
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| [Fibonacci](../exercises/fibonacci.livemd) | [Factorial](../exercises/factorial.livemd) |

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