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Python for Data Science, AI, and Development

This course has these modules…

  1. Python Programming Fundamentals
  2. Python Data Structures
AbuTurab Dec 22, 2024
Notes Wiki Notes Wiki
  • Home
  • CS & Programming
    • Computer Science Theory
      • Algorithms
        • Intro to Algorithms
        • Binary Search
        • Asymptotic Notation
    • CS50's Intro to Programming with Python
      • Week 0: Functions
    • Automate the Boring Stuff with Python
      • Python Basics
      • Flow Control
      • Functions
      • Handling Errors With Try/Except
      • Writing a Complete Program
      • Lists
  • IT & SysAdmin
    • Google IT Support
      • IT Fundamentals
        • Introduction to IT
        • Hardware
        • Operating Systems
        • Networking
        • What is Software?
        • Troubleshooting Best Practices
      • Computer Networking
        • Introduction to Networking
        • The Network Layer
        • Transport and Application Layer
        • Networking Services
        • Connecting to the Internet
        • Troubleshooting and the Future of Networking
      • Operating Systems and You
        • Navigating the System
        • Users and Permissions
        • Package and Software Management
        • Filesystems
        • Operating Systems in Practice
        • OS Process Management
      • SysAmin and IT Infrastructure Services
        • What is System Administration?
        • Network and Infrastructure Services
        • Software and Platform Services
        • Directory Services
        • Data Recovery and Backups
        • Final Project: SysAdmin and IT Infrastructure Services
      • IT Security
        • Understanding the Security Threats
        • Pelcgbybtl (Cryptology)
        • The 3As of Cybersecurity
        • Securing Your Networks
        • Defense in Depth
        • Creating a Company Culture for Security
        • Final Project
    • IBM IT Support
      • Introduction
        • Industry Professional's Guide to Technical Support
        • Technical Support Skills and Opportunities
        • Support Tools, Support Tiers, and Service-Level Agreements
        • Ticketing Systems
      • Hardware and OS
        • Introduction to Computing Fundamentals
        • Computing Devices and Peripherals
        • Interfaces and Connectors
        • Internal Computer Components
        • Workstation Setup Evaluation and Troubleshooting
      • Software, Programming, and Databases
        • Computing Platforms and Software Application
        • Web Browsers, Applications, and Cloud Computing
        • Basics of Programming
        • Database Fundamentals
      • Introduction to Networking and Storage
        • Networking Fundamentals
        • Configuring and Troubleshooting Networks
        • Storage Types and Network Sharing
      • Cybersecurity Essentials
        • Common Security Threats and Risks
        • Security Best Practices
        • Safe Browsing Practices
      • Cloud Computing
        • Overview of Cloud Computing
        • Cloud Computing Models
        • Components of Cloud Computing
        • Emerging Trends and Practices
        • Cloud Security, Monitoring, Case Studies, Jobs
  • Cybersecurity & Networks
    • IBM Cybersecurity Analyst
      • Cybersecurity Tools and Cyberattacks
        • History of Cybersecurity
        • Types of Threat Actors and Their Motives
        • Key Security Concepts
        • An Overview of Key Security Tools
      • Cybersecurity Roles, Proces and OS Security
        • People Processes and Technology
        • Examples and Principles of CIA Triad
        • Operating System Security Basics
        • Overview of Virtualization
      • Compliance Frameworks and SysAdmin
        • Compliance Frameworks and Industry Standards"
        • Client SysAdmin Endpoint
        • Server and User Administration
        • Cryptography and Compliance Pitfalls
      • Network Security and Database Vulnerabilities
        • TCP IP Framework
        • Basics of IP Addressing
        • Introduction to Databases
        • Injection Vulnerability
      • Pentest, IR and Forensics
        • Penetration Testing
        • Incident Response
        • Digital Forensics
        • Introduction to Scripting
      • Cyber Threat Intelligence
        • Threat Intelligence
        • Data Loss Prevention and MEP
        • Scanning
        • SIEM Platforms
        • Threat Hunting
      • Capstone Project
    • Cybersecurity Specialization
      • Usable Security
        • Fundamentals of HCI
        • Usable Design
        • Usable Evaluation
        • Strategies for Secure Interaction Design
        • Usable Authentication
        • Usable Privacy
  • DevOps & Cloud
    • IBM DevOps and SE
      • Introduction to DevOps
        • Overview of DevOps
        • Thinking DevOps
        • Working DevOps
        • Organizing for DevOps
      • Introduction to Cloud Computing
        • Overview of Cloud Computing
        • Cloud Computing Models
        • Components of Cloud Computing
        • Emerging Trends and Practices
        • Cloud Security, Monitoring, Case Studies, Jobs
      • Introduction to Agile Development and Scrum
        • Agile and Scrum
        • Agile Planning
        • Daily Execution
      • Introduction to Software Engineering
        • SDLC
        • Introduction to Software Development
        • Basics of Programming II
        • Software Architecture Design and Patterns
        • Job Opportunities and Skill sets in Software Engineering
      • Hands-on Linux Shell Scripting
        • Introduction to Linux
        • Introduction to Linux Commands
        • Introduction to Shell Scripting
      • Getting Started with Git and GitHub
        • Git and GitHub Fundamentals
        • Using Git Commands and Managing GitHub Projects
      • Python for DS, AI, and Development
        • Python Programming Fundamentals
        • Python Data Structures
  • Digital Marketing
    • SEO Specialization
      • Introduction to Google SEO
        • Introduction to Google SEO
        • Current SEO Best Practices
        • SEO of Today, Tomorrow and Beyond
        • Your Audience and Building Personas
  • MORE
    • WIKI GitHub
    • CREDITS
    • PRIVACY POLICY
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