Priyadarshi AI Garden
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🍭 Miscellaneous
Courses
FAQ
Interview Questions
Personal Projects
Resources
To Learn...
👀 Computer Vision
Computer Vision
Convolutional Neural Network (CNN)
DeepFace
Diffusion Models
GAN
Image Similarity
Image Upscaling
Medical Image Segmentation
Neural Style Transfer
Object Detection and Tracking
Real-ESRGAN
Reverse Image Search Engines
Segmentation
🔢 Mathematics
Gradients
Linear Algebra
Mathematical Foundations
Norms
🤖 Deep Learning
Autoencoders
Deep Learning
Generative AI
Meta Learning
NLP
Reinforcement Learning
Transformers
🧑🏫 Traditional ML
AdaBoost
K-Means Clustering
Linear and Logistic Regression
Linear Regression
Random Forest
Support Vector Machine (SVM)
Traditional Machine Learning
Tree Based Algorithms
XGBoost
🧒 ML Fundamentals
Activation Functions
Bias vs Variance
Cross Validation
Encoding Data
Ensemble Learning
Evaluating Classification Models
Evaluating Machine Learning Models
Evaluating Regression Models
Gradient Boosting
Machine Learning Fundamentals
Normalization
Optimizers
Regularization
Vanishing and Exploding Gradients
🧰 Tools
☁ Cloud
Google Cloud Vision API
Firebase ML Kit
Github Repos
Google Colab
Google Mediapipe
GPU
Keras
Langchain
Machine Learning Toolkit
Matplotlib
NumPy
OpenCV
PyTorch Lightning
PyTorch
Scikit-learn
Stable Diffusion
Tensorflow Agents
Tensorflow
TorchStudio
Torchvision
Getting Started
Priyadarshi AI Garden
Table Of Contents
Encoding Data
Types of Data Encoding
Info
Categorical
One-Hot
Dummy
Ordinal