Most data science projects fail. There are various reasons why, but one of the primary reasons is the challenge of deployment. One piece to the deployment puzzle is understanding how data engineers can effectively work with data scientists to monitor and iterate on model performance, which is why we developed this course: MLOps1 (GCP) - Deploying AI & ML Models in Production using Google Cloud Platform

What is Predictive Analytics? These methods lie behind the most transformative technologies of the last decade, that go under the more general name Artificial Intelligence or AI. In this course, the focus is on the skills that will allow you to fit a model to data, and measure how well it performs. We will be doing enough data science so that you get hands-on familiarity with understanding a dataset, fitting a model to it, and generating predictions.

What is Predictive Analytics? These methods lie behind the most transformative technologies of the last decade, that go under the more general name Artificial Intelligence or AI. In this course, the focus is on the skills that will allow you to fit a model to data, and measure how well it performs. We will be doing enough data science so that you get hands-on familiarity with understanding a dataset, fitting a model to it, and generating predictions.

Concern about the harmful effects of machine learning algorithms and AI models (bias and more) has resulted in greater attention to the fundamentals of data ethics.

Technical Analysis and Algorithmic Trading using ChatGPT and Python

This course will teach you LangChain query essentials, optimizing performance for swift data retrieval, advanced techniques like nested queries, joins, and troubleshooting strategies.

Use generative AI to create a custom resume, tailor-made to a specific job application that includes relevant keywords for improved discoverability.

Learn how to summarize private documents using Retrieval-Augmented Generation (RAG), LangChain, and LLMs. Master techniques to extract, analyze, and condense key information from documents.

Learn how to summarize private data using Large Language Models (LLMs) and Generative AI. Discover techniques to extract key information and condense it into concise summaries for decision-making.

Learn how to use ChatGPT for Linux day to day operations and increase your productivity and speed in your work environment

In this course you will learn the basics of machine learning for classification.

In this course you will learn how to predict future events using linear regression, generalized additive models, random forests, and xgboost.