Free Download Udemy - The Beginner'S Computer Science Roadmap To 6-Figure Career
Published 5/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.60 GB | Duration: 4h 33m
Learn Computer Science fundamentals , Data structure, Algorithms, Database, Machine Learning to launch your Tech career
What you'll learn
Understand fundamental computer science concepts and the evolution of computing.
Master programming foundations using Python, including control flow and object-oriented programming.
Develop proficiency in data structures and algorithms, including searching, sorting, and recursion techniques.
Learn software development lifecycle and engineering principles, including debugging and testing methodologies
Gain expertise in database management, both SQL and NoSQL, including database design and advanced queries
Understand operating systems fundamentals and networking principles
Develop full-stack web development skills, covering both front-end and back-end technologies
Learn the basics of machine learning and artificial intelligence applications in computer science
Understand fundamental cybersecurity concepts and network security principles
Build a comprehensive portfolio through practical projects while gaining real-world development experience
Requirements
No prior knowledge required for basic modules
Basic understanding of mathematics and problem-solving skills (beneficial for advanced topics)
Note that this is designed to be beginner-friendly, as it's meant for individuals who wish to learn computer science from scratch.
Description
Perfect for:- Complete beginners with no prior programming experience looking to start their tech journey- Students and professionals wanting to enhance their programming and development skills- Career changers seeking to transition into technical roles such as: - Software Development - Machine Learning - CybersecurityThis comprehensive computer science course takes you from absolute basics to advanced concepts, providing a structured learning path that combines theory with practical application. You'll receive a Certificate in Computer Science upon completion, validating your expertise in key computer science concepts and development practices.No prior technical knowledge required - just bring your enthusiasm and problem-solving mindset!Here are 10 key learning objectives that you will take away:1. Understand fundamental computer science concepts and the evolution of computing2. Master programming foundations using Python, including control flow and object-oriented programming3. Develop proficiency in data structures and algorithms, including searching, sorting, and recursion techniques4. Learn software development lifecycle and engineering principles, including debugging and testing methodologies5. Gain expertise in database management, both SQL and NoSQL, including database design and advanced queries6. Understand operating systems fundamentals and networking principles7. Develop full-stack web development skills, covering both front-end and back-end technologies8. Learn the basics of machine learning and artificial intelligence applications in computer science9. Understand fundamental cybersecurity concepts and network security principles10. Build a comprehensive portfolio through practical projects while gaining real-world development experience
Overview
Section 1: Introduction to Computer Science
Lecture 1 What is Computer Science?
Lecture 2 The History and Evolution of Computing
Lecture 3 Basic Computer Components
Lecture 4 Introduction to Algorithms
Section 2: Programming Foundations
Lecture 5 Introduction to Programming
Lecture 6 Python Programming Basics
Lecture 7 Control Flow in Python
Lecture 8 Data Structures in Python
Lecture 9 Object-Oriented Programming (OOP)
Section 3: Data Structures and Algorithms
Lecture 10 Introduction to Data Structures
Lecture 11 Advanced Data Structures : Tree
Lecture 12 Advanced Data Structure: Binary Search Tree
Lecture 13 Advanced Data Structure: Graphs
Lecture 14 Algorithm Basics
Lecture 15 Searching and Sorting Algorithms
Lecture 16 Recursion and Backtracking
Section 4: Software Development and Engineering
Lecture 17 Software Development Lifecycle (SDLC)
Lecture 18 Debugging and Testing
Lecture 19 Software Design Principles
Section 5: Databases and SQL
Lecture 20 Introduction to Databases
Lecture 21 SQL Basics
Lecture 22 Database Design and Normalization
Lecture 23 Advanced SQL Queries
Lecture 24 NoSQL Databases
Section 6: Operating Systems and Networking
Lecture 25 Introduction to Operating Systems
Lecture 26 Memory Management
Lecture 27 File Systems and Disk Management
Lecture 28 Networking Fundamentals
Section 7: Web Development
Lecture 29 Introduction to Web Development
Lecture 30 Front-End Development
Lecture 31 Back-End Development
Lecture 32 Full-Stack Development
Section 8: Introduction to Machine Learning and Artificial Intelligence
Lecture 33 Basics of Machine Learning
Lecture 34 Data Preprocessing and Feature Engineering
Lecture 35 Deep Learning Fundamentals
Lecture 36 AI in Computer Science
Section 9: Cybersecurity Fundamentals
Lecture 37 Introduction to Cybersecurity
Lecture 38 Cryptography Basics
Lecture 39 Network Security
Section 10: Capstone Project
Lecture 40 Project Planning
Lecture 41 Development and Implementation
Lecture 42 Presentation and Feedback
This course is designed for individuals who wish to learn computer science from scratch or deepen their existing knowledge. Covering foundational topics to advanced techniques, the course is structured to provide a solid understanding of computer science principles, programming, algorithms, data structures, databases, software engineering, and more.
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