- Introduction
- Overview: AI and Machine Learning
- Linear Regression and Loss Functions
- Gradient Descent
- Genetic Algorithms
- Thank You!
This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptron’s, convolutional neural networks, natural language processing, etc.) as well as demonstrate how these models can solve complex problems in a variety of industries, from medical diagnostics to image recognition to text prediction. In addition, we have designed practice exercises that will give you hands-on experience implementing these data science models on data sets. These practice exercises will teach you how to implement machine learning algorithms with Python, open-source libraries used by leading tech companies in the machine learning field (e.g., Google, NVIDIA, Coca Cola, eBay, Snapchat, Uber, and many more).
Course Objectives:
Understand the formulation of well-specified machine learning problems.
Learn how to perform supervised and reinforcement learning, with images and temporal sequences.
Overview: AI and Machine Learning
Linear Regression
Gradient Descent
Genetic Algorithms
About Cloud Institute:
Cloud Institute empowers teams with the cloud skills and knowledge needed to get the job done. Whether you need to hire, train, and deploy to build a work-ready talent pipeline, reskill and redeploy your workforce for hard-to-fill roles, continuously upskill your existing staff in cloud technologies, or immersive high-impact certification training specifically for your project and project success, Cloud Institute can help.
Learn how to build a Laravel project & Deploy it using Cloudways
Register and Login Processes in Our Projects Through Social Media Environments
Learn more about the ancient and modern piracy in the maritime shipping industry
Finance, Mobile Payment, Financial Technology
Salesforce Lightning App Development No Coding Crash Course
Cloud Institute empowers teams with the cloud skills and knowledge needed to get the job done. Whether you need to hire, train, and deploy to build a work-ready talent pipeline, reskill and redeploy your workforce for hard-to-fill roles, continuously upskill your existing staff in cloud technologies, or immersive high-impact certification training specifically for your project and project success, Cloud Institute can help.