Job Training Courses

Valerio Velardo - The Sound of AI

Training a Neural Network - Implementing Backpropagation and Gradient Descent from Scratch

Implement backpropagation and gradient descent from scratch in Python, training a neural network to perform arithmetic sum. Includes step-by-step coding and explanations.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Valerio Velardo - The Sound of AI

Training a Neural Network - Backward Propagation and Gradient Descent

Explore the theory and mathematics behind neural network training, focusing on backpropagation and gradient descent algorithms for deep learning enthusiasts.

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

Data Science Job Interview – Full Mock Interview

Comprehensive mock data science interview covering behavioral questions, bot detection task, feature engineering, model implementation, dataset creation, and technical details. Valuable for job seekers and ML enthusiasts.

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

Institute for Pure & Applied Mathematics (IPAM)

Training Quantum Neural Networks with an Unbounded Loss Function - IPAM at UCLA

Explore quantum neural networks, unbounded loss functions, and techniques to overcome barren plateaus in quantum machine learning, with applications in thermal state and Hamiltonian learning.

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

Security BSides San Francisco

HALT AND CATCH FIRE - Social Engineering CTFs for Fun to a Job as a Professional Red Team Social Engineer

Explore the transition from social engineering competitions to professional red team engagements, examining the differences in tactics, strategies, and real-world applications.

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

Security BSides San Francisco

Hacking the Hiring Process - Insider Tips for Your InfoSec Job Search

Insider tips from a security recruiter to enhance your InfoSec job search, covering resume optimization, networking strategies, LinkedIn profile improvements, and effective interview techniques.

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

Black Hat

Talent Need Not Apply - Tradecraft and Objectives of Job-themed APT Social Engineering

Unmasking APT recruitment tactics: Analysis of North Korean and Iranian threat actors using job-themed social engineering to compromise victims, including tradecraft and objectives.

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

TEDx

A Call for Change - Fixing A Broken Medical Training System

Psychiatrist Jake Goodman advocates for reforming outdated medical training practices to address mental health challenges in the medical profession and improve patient care.

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

Black Hat

Why Most Cyber Security Training Fails and What We Can Do About It

Explores limitations of current cybersecurity awareness training and proposes innovative solutions to enhance effectiveness against spear phishing and other cyber threats.

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

OPENPediatrics

Innovations in Education and Training in India

Explore innovations in pediatric critical care education in India, including simulation training, telesimulation, and community programs like Stop the Bleed, with insights on career paths in medical education.

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

BSidesLV

Training With Raspberry Pi

Learn to create a portable, cost-effective cybersecurity training platform using Raspberry Pi. Explore setup, challenges, and future capabilities for hands-on learning experiences.

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

BSidesLV

Noobs - Training the Next Generation of Security Engineers

Discover strategies for effectively training and mentoring new security engineers, fostering their growth and success in the rapidly evolving cybersecurity landscape.

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

LickNRiff - Free Guitar Education

How to Practice Ear Training Together with a Friend - Guitar Lesson

Discover effective ear training techniques for guitarists, enhancing musical skills through collaborative practice with a friend. Improve pitch recognition and musical intuition.

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

Hack In The Box Security Conference

Evolution of Learning - What Cyber Security Training Looks Like in 2023

Explore the evolution of cybersecurity training with expert trainers discussing market changes, pandemic impact, specialized courses, and tips for career advancement in this insightful panel discussion.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Conference Talk

Institute for Pure & Applied Mathematics (IPAM)

Structured ML Training via Conditional Gradients

Explore conditional gradient methods for structured optimization in machine learning, covering applications in traditional and deep learning, with a focus on incorporating polyhedral structures into solutions.

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