Courses
Introduction to Regression in R
- 中间的技能水平
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Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis in R.
概率与统计
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Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis in R.
概率与统计
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Learn how to translate business questions to well-formed analytical questions and select the right analytical solutions.
数据素养
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In this course, youll learn how to use tree-based models and ensembles for regression and classification using scikit-learn.
机器学习
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Master your skills in NumPy by learning how to create, sort, filter, and update arrays using NYC’s tree census.
数据处理
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Leverage the OpenAI API to get your AI applications ready for production.
人工智能
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Learn to use best practices to write maintainable, reusable, complex functions with good documentation.
软件开发
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Learn the essentials of VMs, containers, Docker, and Kubernetes. Understand the differences to get started!
软件开发
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Learn about LLMOps from ideation to deployment, gain insights into the lifecycle and challenges, and learn how to apply these concepts to your applications.
人工智能
Courses
Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis with statsmodels in Python.
概率与统计
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In this course, you will learn to read CSV, XLS, and text files in R using tools like readxl and data.table.
数据准备
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Boost your Excel skills with advanced referencing, lookup, and database functions using practical exercises.
数据处理
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Gain an introduction to data governance, exploring its meaning, purpose, and how to implement a data governance framework.
数据管理
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Learn about fundamental deep learning architectures such as CNNs, RNNs, LSTMs, and GRUs for modeling image and sequential data.
人工智能
Courses
Use generative AI to tackle data cleaning, fixing duplicates, nulls, and formatting for consistent, accurate datasets.
人工智能
Courses
Learn how to blend business, data, and AI, and set goals to drive success with an effectively scalable AI Strategy.
人工智能
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Unlock more advanced AI applications, like semantic search and recommendation engines, using OpenAIs embedding model!
人工智能
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In this course, you will learn the fundamentals of Kubernetes and deploy and orchestrate containers using Manifests and kubectl instructions.
软件开发
Courses
Learn how and when to use common hypothesis tests like t-tests, proportion tests, and chi-square tests in Python.
概率与统计
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Master text analysis with essential NLP techniques from preprocessing to advanced transformer models.
人工智能
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Master AWS cloud technology with hands-on learning and practical applications in the AWS ecosystem.
云
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Learn cutting-edge methods for integrating external data with LLMs using Retrieval Augmented Generation (RAG) with LangChain.
人工智能
Courses
Learn to draw conclusions from limited data using Python and statistics. This course covers everything from random sampling to stratified and cluster sampling.
概率与统计
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Explore the basics of data quality management. Learn the key concepts, dimensions, and techniques for monitoring and improving data quality.
数据管理
Courses
Step right into the dynamic world of data modeling with Snowflake!
数据工程
Courses
Learn how to work with dates and times in Python.
软件开发
Courses
Build robust, production-grade APIs with FastAPI, mastering HTTP operations, validation, and async execution to create efficient data and ML pipelines.
软件开发
Courses
Learn about Excel financial modeling, including cash flow, scenario analysis, time value, and capital budgeting.
应用金融
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Learn about Large Language Models (LLMs) and how they are reshaping the business world.
人工智能
Courses
Learn to work with Microsoft Copilot. Master prompting, navigate Microsoft 365 apps, and build custom agents.
人工智能
Courses
Learn about the world of data engineering in this short course, covering tools and topics like ETL and cloud computing.
数据工程