Job Training Courses

1littlecoder

PyScript Tutorial: Machine Learning with Scikit-Learn - Training and Interactive Prediction

Create interactive machine learning app with PyScript: upload CSV, train models, and make predictions using Pandas, Panel, and Scikit-Learn.

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

TEDx

5 Things I Wish I Knew Before Quitting My Job

Discover key insights for transitioning from a stable job to entrepreneurship, including valuable lessons learned from personal experience in starting a purpose-driven company.

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

World Science Festival

Art Historian's Cool Job - Using Technology to Uncover Hidden Masterpieces

Discover how art historian Maurizio Seracini uses advanced imaging techniques to uncover hidden details in masterpiece paintings, revealing secrets of artistic geniuses like Leonardo da Vinci.

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

Kavli Institute for Theoretical Physics

Dissecting the Cosmic Web With Caustics - Job Feldbrugge

Explore the cosmic web's structure and its role in galaxy formation through caustics analysis. Gain insights into the universe's large-scale structure and its impact on cosmic evolution.

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

Great Learning

Microsoft Excel for Beginners in 2022 - Excel Training

Master essential Excel skills for data analysis and visualization, including formulas, sorting, filtering, and basic functions. Ideal for beginners seeking to enhance productivity and efficiency.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Great Learning

Microsoft Excel Tutorial for Beginners - Excel Training

Comprehensive tutorial covering Excel basics to advanced functions. Learn data manipulation, formulas, conditional formatting, and practical applications for business and analysis.

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

Great Learning

MongoDB for Absolute Beginners - MongoDB Tutorial - MongoDB Training

Comprehensive introduction to MongoDB, covering fundamentals, comparisons with SQL, applications, and career prospects. Ideal for beginners seeking to understand NoSQL databases and their practical uses.

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

TEDx

Robots Will Steal Your Job, but That's OK

Explore the impact of technological advances on jobs and society, and discover strategies for thriving in an automated future with insights from author Federico Pistono.

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

1littlecoder

PyTorch NLP Model Training and Fine-Tuning on Colab TPU Multi-GPU with Accelerate

Learn to train and fine-tune PyTorch NLP models on Colab TPU using Hugging Face's Accelerate library for efficient multi-GPU/TPU implementation with minimal code changes.

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

Nicholas Renotte

Training My Deadlift Bot With MediaPipe and OpenCV

Learn to create a deadlift bot using MediaPipe and OpenCV in this hands-on live stream, exploring practical applications of computer vision and machine learning for fitness tracking.

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

USENIX

SHADE - Enable Fundamental Cacheability for Distributed Deep Learning Training

Innovative caching system for distributed deep learning training, improving performance by prioritizing important data samples and enhancing cache hit ratios in I/O-intensive workloads.

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

USENIX

Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks

Techniques to improve Horovod's communication efficiency in data parallel training, enhancing performance and scalability for deep learning frameworks on supercomputers.

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

USENIX

BLAS-on-Flash - An Efficient Alternative for Large Scale ML Training and Inference

Efficient alternative for large-scale ML tasks using SSD-resident matrices, enabling near in-memory performance on a single workstation. Outperforms distributed systems for complex algorithms like eigensolvers.

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

IEEE

Reconstructing Training Data with Informed Adversaries

Explore techniques for reconstructing training data using informed adversaries, examining potential vulnerabilities in machine learning models and privacy implications.

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

TEDx

Happiness - It's an Inside Job

Discover practical habits and insights from psychology and neuroscience to cultivate happiness, leading to success in life and work. Learn how happiness drives productivity and performance.

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