Compendium of Analytics

0 reviews

Chapters

Language

English

Genre

Technology

Published

July 12, 2025

Synopsis

Authored by Vikram Singh Sankhala, "Compendium of Analytics" serves as an advanced, comprehensive guide spanning the entire landscape of analytics, from foundational statistical methods to the cutting-edge realms of machine learning and deep learning. Designed specifically for graduate students, PhD candidates, researchers, and educators, this book provides the depth and breadth necessary to master complex analytical techniques. It meticulously covers classical statistics, multivariate analysis, data mining, big data analytics, machine learning fundamentals, applied machine learning, deep learning architectures, advanced deep learning topics, and specialized areas like NLP and recommender systems, ensuring readers gain a holistic understanding of the field.

About the Author

VSS

Vikram Singh Sankhala

Vikram Singh Sankhala brings a unique analytical perspective, leveraging his expertise in multi-modal AI, agentic systems, and data-driven solutions. He is passionate about decoding complex principles through modern scientific frameworks and bridging ancient knowledge systems with cutting-edge technology. His approach combines traditional wisdom with contemporary techniques, making advanced concepts accessible. Vikram's mission is to help unlock timeless insights using today's analytical tools.

Compendium of Analytics

Synopsis

About the Author

Vikram Singh Sankhala

More Books by the Author

Cloud-Native AI-Powered IDE: A Practical Blueprint

Prompt-Powered Presentations: AI APIs for Design Technologists and API Integrators

Build Your AI Film Creator: From Script to Screen with VS Code

Building Your Prompt-Driven Agentic AI Platform with VS Code

AI and Prompt-Driven Automated DevOps Pipeline Builder

Creating a Custom File Structure, Code Generation, and Debugging Tool with Conversational AI

Building Your Cloud-Native, AI-Powered IDE: A Step-by-Step Guide

Cloud-Native Stock Price Forecasting Platform: A Step-by-Step Guide with VS Code and Cloud Deployment

Solinexta Cloud Master: Deploying Websites and ML Models with Kubernetes and Streaming Pipelines

State-of-the-Art Robotics and Robotic Systems: With Deep Reinforcement Learning and Generative AI Applications

Convergence: Generative AI, Robotics, Decentralization, and the Metaverse

Technical Blueprint for the Production of: Hypersonic Weapons Systems

Solinexta Defence Technologies: A Comprehensive Technical Blueprint for Next-Generation Defense Systems

Engineering the Impossible: Next-Generation Defense Technologies

Transformative Military Technologies – Strategic Briefing

Solinexta NextGen Systems Design: Future Defense Architectures

U.S. Battlefield Technologies Under Development: A Compressed Technical Guide

State-of-the-Art Military Surveillance Systems Using Multi-Agent Hybrid Architecture and MARL

Hands-On Design and Implementation of a Real-Life Multi-Agent Urban Traffic Management System

Direct Tax Code – A Practical Guide

Frontiers in Multi-Agent Systems

Conceptual Foundations of Artificial Consciousness in Multi-Agent Systems

Consciousness-Enabled Multi-Agent Laboratory

Project-Based, Hands-On Workflow Automation (Software, Edge, IoT, Agents, and Tools)

Step-by-Step SAP Project: Automated Outlook Message Processing with Azure, Kyma, and SAP HANA

Step-by-Step Guide: Building State-of-the-Art AI Agents

# Project Book: Learn DevOps Tools & Implementation Hands-On with Azure

End-to-End Python Projects with Streamlit, Flask, and Django

Hands-On Design, Development, Hosting, and Open Source Deployment of State-of-the-Art Large Language Models (LLMs)

Global Platform for Smart Agriculture: Cloud AI, Edge AI, IoT, and Integrated AgriTech Solutions for Precision Farming, Enhanced Features, and Multi-Sector Expansion

Prompt Templates in LangChain: A Practical Guide

Mathematics for Machine Learning

Nobel Prizes in Physics 2000-2024 Made Simple

State-of-the-Art Book Topics: Developer Tools and Toolkit

Solinexta Developer APIs

Syncing and Integrating Vibe Coding Tools

SAP ECS AIOps Technical Blueprint

SAP AIOps Strategy Blueprint

Technical Design for an Automated Spoken English Assessment System

Solinexta Python: From Basics to AI Projects with TensorFlow and PyTorch

Python for SAP Data Analysis and AI/ML

AI-Powered Edge ERP: Intelligent Enterprise Architecture

ERP Architecture Blueprint Guide

AI-Driven ERP Transformation: A Practical Guide to Integrating AI with ERPNext

The ERPNext AI Integration Blueprint

Solinexta NextGen Finance Hub

Technical Blueprint: Solinexta Sentinel Platform System Architecture

Solinexta Sentinel: AI-Powered Vehicle Intelligence Platform Technical Design, Prototype

Building Hybrid MCP-A2A Systems: A Practical Guide

Building an AI-Powered Agricultural Platform: A Technical Implementation Blueprint

Building AI-Powered Agricultural Platforms: From Data to Sustainable Impact

From Field to Cloud: Your Guide to Smart Farming

AI-Powered Agricultural Analytics Platform: DevOps Implementation Plan

Cutting Edge Generative AI

FPA Platform - Technical Architecture: Cloud-Native Precision

Cutting-Edge Python: Frameworks, Libraries, and Applications in 2025

State-of-the-Art Full Stack Development (2025)

AI MSG Processor - Technical Learning Guide

Mastering State-of-the-Art API Design and Development (2025)

State of the Art Web Development: Architecture, State, Routing, and Secure File Transfer Automation

Mastering Modern Frontend Frameworks: Architecture, State Management, and Routing for Scalable Applications

Modern Database Mastery: SQL, PostgreSQL, and DBeaver for 2025

Comprehensive Course: Mastering DBeaver with SAP HANA Database

Innovating Agriculture: Core Topics in Engineering, Business, and Sustainability

Machine Learning in Production: 10 End-to-End Projects with MLOps and DevOps

AI and Machine Learning for the Next Generation: A 10+1 Session Practical Guide

Building Conversational AI Avatars: An End-to-End Guide

Build, Deploy, Monitor: The Complete SAP BTP Journey

Master the SAP Business Technology Platform

Simple Linear Regression using Jamovi and JASP

State-of-the-Art Regression: Theory, Practice, and Modern Applications

AI for precision farming, yield prediction, resource optimisation and supply chain management

Generative AI in Smart Agriculture: A Practical Guide for Agri-Business Transformation

Algorithmic Numerology

Code to Cloud: Integrated Data Science with Python, SQL, DevOps, and Cloud