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California Institute of Technology CodeSignal

Training Neural Networks: the Backpropagation Algorithm

Master the backpropagation algorithm by implementing loss functions, gradient descent, and SGD optimizers to train neural networks using R.
provider CodeSignal
pricing Free Certificate
duration 3 hours
sessions On-Demand
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California Institute of Technology CodeSignal

The MLP Architecture: Activations & Initialization in R

Master MLP architecture in R by stacking layers, implementing ReLU and Softmax activations, and applying weight initialization strategies like He and Xavier for effective neural network training.
provider CodeSignal
pricing Free Certificate
duration 2 hours
sessions On-Demand
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California Institute of Technology CodeSignal

Neural Networks Fundamentals: Neurons and Layers in R

Master the fundamentals of neural networks in R—build neurons, apply activation functions, and implement a dense layer from scratch using base R matrix operations.
provider CodeSignal
pricing Free Certificate
duration 2 hours
sessions On-Demand
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California Institute of Technology CodeSignal

Transform: The Human + AI Equation

Explore key sessions from Transform 2026, building skills in AI activation, human-centered design, and workforce transformation to turn insights into actionable organizational strategies.
provider CodeSignal
pricing Free Certificate
duration 3 hours
sessions On-Demand
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California Institute of Technology CodeSignal

Build a Neural Network from Scratch in R

Master neural network construction in R from neurons to backpropagation, building your own library to tackle real-world ML challenges without relying on black-box solutions.
provider CodeSignal
pricing Free Certificate
duration 10 hours
sessions On-Demand
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California Institute of Technology CodeSignal

Transform: The Future of Work in the Age of AI

Explore the future of work in the age of AI, understanding how Transform reshapes workplace strategies, talent management, and AI integration to help you thrive in an evolving professional landscape.
provider CodeSignal
pricing Free Certificate
duration 1 hour
sessions On-Demand
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California Institute of Technology Zero To Mastery

The Computer Vision Bootcamp

Master Computer Vision by exploring Vision Transformers, Meta's SAM, and deploying scalable pipelines on AWS using Python and production-ready AI infrastructure.
provider Zero To Mastery
pricing Paid Course
duration 6 hours
sessions On-Demand
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California Institute of Technology Coursera

Cultivate Empathy: AI Chatbot Conversations

Master empathic communication by distinguishing cognitive and affective empathy, practicing active listening, and applying the AARVR framework through AI-powered role-plays with ChatGPT.
provider Coursera
pricing Paid Course
duration 1 hour 55 minutes
sessions On-Demand
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California Institute of Technology Coursera

Build Trustworthy AI: Measure Human Connection

Explore the psychology of human-AI trust, applying anthropomorphism concepts to measure warmth and competence signals, administer surveys, and make threshold-based escalation decisions for responsible AI deployment.
provider Coursera
pricing Paid Course
duration 1 hour 47 minutes
sessions On-Demand
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California Institute of Technology Coursera

Achieve Goals with AI: Track and Adjust

Discover how to use ChatGPT or Claude to set SMART goals, build personalized tracking systems, and make informed adjustments—all while maintaining control over your decisions. No technical background needed.
provider Coursera
pricing Paid Course
duration 1 hour 45 minutes
sessions On-Demand
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California Institute of Technology Coursera

Dashboard Win Drivers

Explore how to design and interpret sales dashboards that reveal win-rate drivers using discount bands, negotiation length, and AI sentiment to improve decision-making.
provider Coursera
pricing Paid Course
duration 1 hour 57 minutes
sessions On-Demand
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California Institute of Technology Coursera

Guard Your Mind: Ethical AI Habits

Develop ethical AI habits to protect your personal data, master consent protocols, and evaluate AI recommendations using a red-flag checklist—no technical background required.
provider Coursera
pricing Paid Course
duration 1 hour 50 minutes
sessions On-Demand

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