Innervu Knowledge Navigator

AI-ML Tools and Technologies

AI Platforms and Tools

There are 8 items in this board.

Data Handling and Processing

There are 5 items in this board.

Deployment and Production

There are 18 items in this board.

Computer Vision (CV) and Pattern Recognition

Facial Recognition and Image Generation

There are 1 items in this board.

Image Processing Techniques

There are 2 items in this board.

Object Detection and Recognition

There are 26 items in this board.

Fundamentals of AI-ML

Mathematical Foundations

There are 34 items in this board.

Principles and Applications

There are 31 items in this board.

Generative AI

Auto-regressive Models

There are 48 items in this board.

Basics and Applications

There are 12 items in this board.

Generative Adversarial Networks (GANs)

There are 27 items in this board.

Transformers for Generation

There are 106 items in this board.

Variational Autoencoders (VAEs)

There are 20 items in this board.

ML Techniques

Deep Learning

There are 82 items in this board.

Semi-Supervised and Reinforcement Learning

There are 43 items in this board.

Supervised Learning

There are 19 items in this board.

Unsupervised Learning

There are 10 items in this board.

Natural Language Processing (NLP)

Language Models

There are 78 items in this board.

Machine Translation and Sentiment Analysis

There are 7 items in this board.

Speech Recognition

There are 4 items in this board.

Text Processing

There are 2 items in this board.

Causal Inference

Difference-in-Differences

There are 1 items in this board.

Mediation and Moderation Analysis

There are 2 items in this board.

Propensity Score Matching

There are 3 items in this board.

Experiment Design and Execution

AB Testing

There are 1 items in this board.

Field Experiments

There are 1 items in this board.

Forecasting

ARIMA Models

There are 1 items in this board.

Panel Data Analysis

Dynamic Panel Data Models

There are 1 items in this board.

Regression Analysis

Generalized Linear Models (GLMs)

There are 1 items in this board.

Robust Regression

There are 1 items in this board.

Time Series Analysis

Spectral Analysis

There are 2 items in this board.

Time Series Regression

There are 6 items in this board.

Vector Autoregression (VAR)

There are 3 items in this board.

Data Analysis

Data Visualization

There are 2 items in this board.

Exploratory

There are 1 items in this board.

Statistical

There are 2 items in this board.

Data Ethics and Legal Considerations

Bias and Fairness

There are 10 items in this board.

Data Privacy

There are 1 items in this board.

Ethical AI

There are 14 items in this board.

Data Management

Cleaning

There are 1 items in this board.

Collection

There are 1 items in this board.

Governance

There are 1 items in this board.

Storage

There are 2 items in this board.