Stepupwards

Course Contents

Learn advance Metaverse Experience development using Unity in Decentraland / Sandbox / Facebook and LinkedIn.

Math:
- Making a Mathematics library in C# from scratch.
- Bitwise, BitBoards
- Vector mathematics in 2D and 3D
- Collision detection and ray casting.
- Affine transformations
- Quaternion rotate
- Matrices
- Angles
- Interpolation
- Trigonometry
Game One:
- Tower Defence Game: using Breadth first search
Game Two: Master Procedural Generation
- Modular models
- Exploring Generation creation algorithms from simple to mathematically advanced and perfect structures
- Manipulated with code.
Game Three: Mastering Procedural Generation II
- Voxels
- Polygons meshes
- MeshAPI : parallel mesh creation
- Parallel processing : Unity Job System
- Infinite terrain generation
- UV , texture atlases
- Perlin noise
- Loading
- Saving data
- Make Virtual cities : self-project using Perlin noise
A.I Level I
- Design, program NPCs
- AI
- Implement AI Unity
- AI techniques : navigation, developing, decision making abilities in NPCs
A.I Level 2+
- Make a behavior tree API in C#
- Design and program Advance intelligent behaving
- Goal-Oriented Action Planning (GOAP) library: make from scratch.
- Debug
M.L – Level 1
- Genetic algorithm from scratch
- Neural network from scratch
- Tensorflow
- Integrate contemporary research ideas in the field into their own projects.
- Mathematics and statistic: machine learning
- Use a Proximal Policy Optimization to train a neural network.
Network: Mirror and PUN 2 (we will make multiple network games to understand the below)
- Online multiplayer: Mirror.
- Game unlimited players
- Client-server model
- Steam API.
- Syncing variables, remote procedure calls (RPCs) and writing server authoritative logic.
- Matchmaking.
- Multi-select, unit spawning, combat, nav mesh movement, mini-map, and more.
- FPS
- Mobile controls
Game:
- Advance Character Animation.
- Advance Helicopter and Tank Physics
Game for VR / AR / MR using the above knowledge, making a full project like
Alt Space with voice chat, image tracking and all network aspects learned from
above(very detailed)