Data Science & AI

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Building and Scaling ML Pipelines

This course provides an intermediate-level exploration of MLOps, focusing on how machine learning systems are...

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Exploiting and Securing AI/MCP Systems

A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge...

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Adversarial AI: Attacking, Defending & Governing ML Systems

As AI becomes central to cybersecurity defence, attackers are increasingly targeting the AI systems themselves....

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Problem-Dependent Resampling Techniques

This course is designed for data scientists, machine learning practitioners, and researchers who want to understand...

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Build & Optimize TensorFlow ML Workflows

This short course helps you build and optimize machine learning workflows using TensorFlow 2.x. You’ll start by...

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Master ANN Search

Master ANN Search is an intermediate-level course designed for machine learning engineers and AI practitioners...

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Production Governance and MLOps on Databricks

This intermediate course provides a practical, hands-on exploration of Databricks Governance, focusing on the...

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Engineer, Validate, and Govern ML Data

This short course helps you build and validate ML-ready data pipelines with confidence. You’ll start by learning how...

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Microsoft Fabric Analytics Engineer: DP-600 Exam Prep

Microsoft Fabric represents a paradigm shift in enterprise analytics, unifying data engineering, data warehousing,...

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Deploy & Optimize ML Services Confidently

Take your machine learning skills beyond the notebook and into production. In this short, practical course, you’ll...

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Multi-Agent Systems and Orchestration

The Multi-Agent Systems and Orchestration course teaches learners how to design and coordinate AI agents that work...

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Analyze Advanced Data Projects Using SPSS

Learners will analyze real-world datasets, interpret statistical outputs, evaluate relationships among variables,...

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Fine-tune Multimodal Models with Transfer Learning

Master the art of building and optimizing cutting-edge multimodal AI systems that understand both language and...

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Unify Multimodal Data with Automated ETL

Did you know that multimodal AI systems often fail not because of weak models, but because their underlying data...

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Multi-Agent Systems with LangGraph

This program introduces Building Stateful & Multi-Agent Systems with LangGraph for developers and AI engineers who...

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Databricks ML in Action

This course offers practical skills to build and deploy machine learning solutions on the Databricks platform,...

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Fine-tuning Image Models with Diffusion

The Fine-Tuning Image Models with Diffusion course is designed for developers, engineers, and technical product...

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Capstone Projects & Advanced Challenges

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

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Orchestrate & Recover Real-Time Data Pipelines

Building a data pipeline is easy. Building one that automatically recovers from failures, maintains data integrity...

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Power BI: Modeling, Filtering, and Advanced Analysis

In this course, you'll continue analyzing data using Power BI by modeling data using Data Analysis Expressions (DAX)...

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Automate, Evaluate and Deploy ML Models Confidently

Stop letting manual deployments create bottlenecks and introduce risk. Automate, Evaluate and Deploy ML Models...

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Master Advanced Excel Functions to Analyze & Automate Data

Learners will apply advanced Excel financial functions, analyze data using conditional logic, and execute dynamic...

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Building Modern Data Applications Using Databricks Lakehouse

In today’s data-driven world, building scalable and efficient data applications is crucial for staying ahead in...

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Orchestrating Data Pipelines and Advanced Data Strategies

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

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Optimizing Foundation Models

In this course, you will explore two techniques to improve the performance of a foundation model (FM): Retrieval...

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Google BigQuery for Data and ML Engineers

Learn how to use Google BigQuery to enhance your data engineering and machine learning skills in this practical,...

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Master Time Series Forecasting with R: Analyze & Predict

Master the principles and practice of time series forecasting with R and build the skills to analyze historical data...

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PySpark: Apply & Analyze Advanced Data Processing

Take your PySpark skills to the next level by learning advanced data processing techniques for real-world analytics...

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Gemini and Vertex AI: Building Intelligent Applications

This course introduces the essentials of Gemini AI and Vertex AI, blending architectural insights with hands-on...

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Advanced Tokenization and Sentiment Analysis

This course offers a clear pathway to undertsand advanced tokenization and sentiment analysis—two core pillars of...

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Neural Models and Machine Translation

This course guides you through the core concepts behind neural language models and machine translation, focusing on...

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Project on Recommendation Engine - Advanced Book Recommender

Build a personalized hybrid book recommendation system using Python by combining collaborative filtering and...

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Large Multimodal Model Prompting with Gemini

Multimodal models like Gemini are pushing the boundaries of what’s possible by unifying traditionally siloed data...

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借助 Gemini Enterprise 加速知识交流

Agentspace 结合了 Google 在搜索和 AI 领域的专长。它是一款企业工具，让员工只需通过一个搜索栏，就能从文档库、电子邮件、聊天消息、工单系统及其他数据源中查找具体信息。Agentspace...

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Criar embeddings, pesquisa vetorial e RAG com o BigQuery

Este curso estuda uma solução de geração aumentada de recuperação (RAG) no BigQuery para mitigar as alucinações da...

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Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery

Ce cours présente une solution de génération augmentée par récupération (RAG) dans BigQuery permettant de réduire...

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BigQuery로 임베딩, 벡터 검색, RAG 만들기

이 과정에서는 AI 할루시네이션을 완화하는 BigQuery의 검색 증강 생성(RAG) 솔루션을 살펴봅니다. 임베딩 만들기, 벡터 공간 검색, 개선된 응답 생성을 포함한 RAG 워크플로를 소개합니다. 또한 이...

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GenAI for Risk Managers: Advanced Risk Analysis Techniques

In this course, you’ll discover how Generative AI can enhance risk detection, automate monitoring, and improve...

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Exam Prep DP-600: Microsoft Fabric Analytics Engineer

The DP-600 certification course is designed for data professionals, analysts, and developers who want to master...

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Create Embeddings, Vector Search, and RAG with BigQuery

This course explores a Retrieval Augmented Generation (RAG) solution in BigQuery to mitigate AI hallucinations. It...

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Mastering Multi-Agent Development with AutoGen

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

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Advanced Analytics with Power BI

Welcome to the Advanced Analytics with Power BI course, where you will get hands-on experience with Power BI’s...

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Generate Personalized Email Content with BigQuery Continuous Queries and Gemini

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you learn how to generate...

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Accelerate Migration from Control-M to Apache Airflow with DAGify

This is a self-paced lab that takes place in the Google Cloud console. This lab focuses on using DAGify to convert...

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Modernizing Data Lakes & Data Warehouses with GC - Italiano

I due componenti chiave di qualsiasi pipeline di dati sono costituiti dai data lake e dai data warehouse. In questo...

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Work with Gemini Models in BigQuery - 日本語版

이 과정은 BigQuery에서 생성형 AI 작업에 AI/ML 모델을 사용하는 방법을 보여줍니다. 고객 관계 관리와 관련된 실제 사용 사례를 통해 Gemini 모델로 비즈니스 문제를 해결하는 워크플로를...

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Work with Gemini Models in BigQuery - Português Brasileiro

Este curso demonstra como usar modelos de ML/IA para tarefas generativas no BigQuery. Nele, você vai conhecer o...

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Data Warehousing: Schema, ETL, Optimal Performance

Data warehousing is a critical component of modern business intelligence, providing a centralized repository for...

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Alteryx Advanced

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time...

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Advanced Tableau - Table Calculations

This course will help you solve and answer common business questions by using Table Calculations in Tableau. With...

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Attention Mechanism - Deutsch

In diesem Kurs wird der Aufmerksamkeitsmechanismus vorgestellt. Dies ist ein leistungsstarkes Verfahren, das die...

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GenAI for Data Engineers: Scaling with GenAI

As part of the GenAI Academy, this course explores how Generative Artificial Intelligence (GenAI) is transforming...

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Knowledge Graphs for RAG

Knowledge graphs are used in development to structure complex data relationships, drive intelligent search...

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Building Agentic RAG with LlamaIndex

Join our new short course and learn from Jerry Liu, co-founder and CEO at LlamaIndex to start using agentic RAG, a...

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Building Multimodal Search and RAG

Learn how to build multimodal search and RAG systems. RAG systems enhance an LLM by incorporating proprietary data...

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Quantization in Depth

In Quantization in Depth you will build model quantization methods to shrink model weights to ¼ their original size,...

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Multimodality with Gemini

This is a self-paced lab that takes place in the Google Cloud console. This lab provides a variety of different use...

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Advanced Statistical Analysis and Tools

This course is designed to guide you on how to prepare for the American Society for Quality Certified Six Sigma...

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MLOps with Vertex AI: Manage Features - 한국어

이 과정에서는 Google Cloud에서 프로덕션 ML 시스템을 배포, 평가, 모니터링, 운영하기 위한 MLOps 도구와 권장사항을 소개합니다. MLOps는 프로덕션에서 ML 시스템을 배포, 테스트,...

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Advanced Data Visualization with Tableau

The Advanced Data Visualization with Tableau Course teaches you how to create advanced data visualizations such as...

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Attention Mechanism - Bahasa Indonesia

Dalam kursus ini Anda akan diperkenalkan dengan mekanisme atensi, yakni teknik efektif yang membuat jaringan neural...

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Transformer Models and BERT Model - Português Brasileiro

Este curso é uma introdução à arquitetura de transformador e ao modelo de Bidirectional Encoder Representations from...

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Attention Mechanism - 日本語版

このコースでは、アテンション機構について学習します。アテンション機構とは、ニューラル...

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Necessary Condition Analysis (NCA)

Welcome to Necessary Condition Analysis (NCA). NCA analyzes data using necessity logic. A necessary condition...

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CUDA at Scale for the Enterprise

This course will aid in students in learning in concepts that scale the use of GPUs and the CPUs that manage their...

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Curso final de análisis computacional de datos de Google: completa un caso práctico

Este es el octavo curso del Certificado de análisis computacional de datos de Google. Tendrás la oportunidad de...

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Migrating an application and data from Apache Cassandra™ to DataStax Enterprise

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to migrate an...

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Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh

This is a self-paced lab that takes place in the Google Cloud console. AutoML Vision helps developers with limited...

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Google Sheets - Advanced Topics 日本語版

Google スプレッドシートの中級コースは、初級のコースで説明されたコンセプトを元に進められます。 このコースでは、Google...

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Splunk Search Expert 102

Take the next step in your knowledge of Splunk. In this course, you will learn how to use time differently based on...

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Capstone Project: Predicting Safety Stock

In this course, we'll make predictions on product usage and calculate optimal safety stock storage. We'll start with...

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Modèles de séquence

Cette formation vous apprendra à construire des modèles pour le langage naturel, l’audio et les autres données de...

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Сверточные нейронные сети

Этот курс научит вас строить сверточные нейронные сети и использовать их для обработки изображений. Благодаря...

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Data Visualization Capstone

Data visualization is a critical skill for anyone that routinely using quantitative data in his or her work - which...

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Specialized Models: Time Series and Survival Analysis

This course introduces you to additional topics in Machine Learning that complement essential tasks, including...

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Creating Advanced Reports with SAS Visual Analytics

In this course, you learn how to create advanced data items, filters, and parameters in SAS Visual Analytics.

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Causal Inference 2

This course offers a rigorous mathematical survey of advanced topics in causal inference at the Master’s...

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Probabilistic Graphical Models 2: Inference

Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex...

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Capstone: Analyzing (Social) Network Data

In this capstone project we’ll combine all of the skills from all four specialization courses to do something...

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