AI Dynamics Inc. was founded to make AI accessible and to empower every organization to build sophisticated AI solutions without the time or cost of hiring scarce specialists. Our short videos, under 16 minutes long, taught by our CEO Rajeev Dutt, provide knowledge on topics such as the basics of Machine Learning to an overview of NeoPulse Framework.  

Part 1

  • Machine Learning Overview
    • Case Study One and Analysis
    • Case Study Two
  • Introduction to NeoPulse
  • Implementing Enterprise Machine Learning Solutions

Machine Learning Overview

Types of Machine Learning 

Case Study: How to Effectively Use NeoPulse to Moderate the Forums and Act on Negative  Comments 

NeoPulse Framework Overview 

How to Create AI Models with NeoPulse in 8 Easy Steps 

NeoPulse and Use Cases: Network Operations, Market Forecasting, Bodycam Video Analysis, PET Tumor Identification, Satellite Operations, and more…

Methodology: Ideal Business Process When Implementing AI into Enterprise

Properties of AI Deployments, Ethics of AI, and Five Elements that Drive Data Quality

Before Implementing AI in Your Business, Start with a Question

Part 2

  • The Challenge of Data
  • The Mathematics of Machine Learning
    • Feed-forward networks
    • Backpropagation
    • Gradient Descent
    • Learning Rate
    • Momentum
  • Evaluating Results

Backpropagation and Loss

Optimizers and Gradient Descent

Momentum, Ensemble Learning

Evaluating Results

Bayes Theorem

Part 3

  • Convolutional Neural Networks
  • Recurrent Neural Networks (RNN)
  • Long Short Term Memory (LSTM)
  • Unsupervised Learning
    • Principal Component Analysis (PCA)
    • K-Means Clustering
    • Auto-regression
    • Self-Organizing Maps (SOM)
    • Support Vector Machines (SVMs)
  • Reinforcement Learning & Generative Adversarial Networks (GANs)

Unsupervised Learning – PCA

Dense Networks, RNN, LSTM

Unsupervised Learning – K-Means

Reinforcement Learning & GANs

Achieving success together
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