Synopsis

In "Code to Cloud: Integrated Data Science with Python, SQL, DevOps, and Cloud," author Vikram Singh Sankhala presents a comprehensive guide for navigating the modern data landscape. Recognizing the industry's need for professionals who can not only analyze data but also build, deploy, and manage solutions, this book bridges the gap between foundational data science skills and the critical aspects of DevOps and cloud computing. It starts with a solid grounding in Python programming for data science, covering syntax, data structures, essential libraries like NumPy and Pandas, and data preprocessing techniques. Following this, readers will master SQL fundamentals and advanced concepts, understanding how to effectively query, manage, and integrate data within a relational context, including Python integration for ETL pipelines. Building upon these foundations, the book delves into core data science principles, including statistics, probability, exploratory data analysis, and machine learning basics using scikit-learn. The true power of the book lies in its focus on integration and real-world application. Readers will learn to build data pipelines, automate workflows with tools like Airflow, and tackle real-world projects. Crucially, the book dedicates significant sections to DevOps principles (CI/CD, Git, testing, containerization, IaC) and applying these concepts within a cloud environment (AWS, Azure, GCP), covering compute, storage, data science services, collaboration tools, security, and MLOps/DataOps best practices. Packed with hands-on exercises, case studies, and code snippets, this book is designed to equip beginners and aspiring professionals with the integrated, industry-aligned skills needed for Data-Driven Excellence, enabling them to move their projects seamlessly from code to cloud.

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

Vikram Singh Sankhala

English

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

More Audio 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

Compendium of Analytics

# 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

Python for SAP Data Analysis and AI/ML

AI-Powered Edge ERP: Intelligent Enterprise Architecture

ERP Architecture Blueprint Guide

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

Modern AI, RAG, and Multi-Agent Systems for Beginners

AI and Machine Learning for Beginners: A Practical Guide

From Vibe Coding to AI Software Engineering - The next frontier

State-of-the-Art Control and Navigation Systems

Automotive Design and Simulation