Data Protection Courses

Data Structures and Algorithms in Python

1 review

A beginner-friendly introduction to common data structures (linked lists, stacks, queues, graphs) and algorithms (search, sorting, recursion, dynamic programming) in Python.

• Jovian
• On-Demand
• Free Online Course

Gartner

The New Economics of Technology and Data

1 review

Explore economic shifts driven by geospatial data and AI language models, unlocking new potentials in sustainability, digital twins, and prompt engineering for innovative outcomes.

• YouTube
• 46 minutes
• On-Demand
• Conference Talk

Hack In The Box Security Conference

Breaking Siemens SIMATIC S7 PLC Protection Mechanism

1 review

Detailed analysis of vulnerabilities in Siemens SIMATIC PLC protection mechanisms, including hacking methods and security recommendations for various models. Essential for industrial control system security professionals.

• YouTube
• 29 minutes
• On-Demand
• Conference Talk

1littlecoder

XGBoost and Data Leakage in Machine Learning - Day 14 of 30 Days of ML

1 review

Explore XGBoost and data leakage in machine learning. Learn to build optimized models, prevent leakage issues, and enhance your ML skills with practical tutorials and exercises.

• YouTube
• 37 minutes
• On-Demand
• Free Video

World Science Festival

Free Will and Neuroscience - Philosophical Analysis of Experimental Data

1 review

Philosopher Alfred Mele critically examines neuroscientific data, arguing that free will remains a viable concept despite challenges from experimental findings.

• YouTube
• 40 minutes
• On-Demand
• Free Video

IEEE

Data-Oriented Programming - On the Expressiveness of Non-Control Data Attacks

1 review

Explores data-oriented programming technique for non-control data attacks, demonstrating Turing-completeness and constructing expressive exploits in x86 programs, bypassing ASLR and DEP defenses.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Samuel Chan

Building Tools for HR Industry - Data Science Workshop

1 review

Comprehensive workshop on building HR tools using data science, covering Python basics, class creation, and practical applications for industry professionals.

• YouTube
• 3 hours 9 minutes
• On-Demand
• Free Video

Security BSides San Francisco

You Lost Data, Unfortunately - Who Will Knock on Your Door and Why

1 review

Explore data breach consequences, stakeholders, and regulatory implications across industries. Learn about post-incident processes and interactions with external parties and government agencies.

• YouTube
• 47 minutes
• On-Demand
• Conference Talk

Statistics - A Full University Course on Data Science Basics

1 review

Comprehensive introduction to statistics for data science, covering methods for data collection, analysis, and interpretation. Emphasizes practical applications with real-life examples to develop analytical skills.

• freeCodeCamp
• 8 hours
• On-Demand
• Free Video

Intro to Data Science - Crash Course for Beginners

1 review

Comprehensive introduction to data science fundamentals, covering statistics, data visualization, and programming essentials for beginners. Ideal for those seeking a solid foundation in key concepts and practical applications.

• freeCodeCamp
• 1-2 hours
• On-Demand
• Free Video

Data Structures - Intro to Computer Science - Harvard's CS50 (2018)

1 review

Explore fundamental data structures in C programming, including linked lists, hash tables, trees, and tries. Learn implementation techniques and practical applications in computer science.

• freeCodeCamp
• 2-3 hours
• On-Demand
• Free Video

Great Learning

Mathematics for Data Science - Essential Math for Machine Learning

1 review

Explore essential math for data science, including probability, statistics, machine learning, and deep learning. Learn through real-world case studies and gain insights into the crucial role of mathematics in data analysis.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Statistics for Data Science

1 review

Comprehensive exploration of statistical concepts for data science, covering descriptive and inferential statistics, probability distributions, hypothesis testing, and various analytical methods through practical examples.

• YouTube
• 10 hours
• On-Demand
• Free Video

Complete Big Data

1 review

Learn Big Data fundamentals, Hadoop setup, Linux basics, scaling concepts, and HDFS architecture in this comprehensive tutorial series for beginners and professionals.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Build 12 Data Science Apps with Python and Streamlit - Full Course

1 review

Develop interactive data science web apps using Python and Streamlit. Learn to create 12 diverse applications, from stock analysis to machine learning models, and deploy them online.

• freeCodeCamp
• 3-4 hours
• On-Demand
• Free Video