Data Science & AI

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Deploy Your First Agent

Take your agents from localhost to production. This course teaches you to deploy ADK agents to Vertex AI Agent...

intermediate

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Build and Deploy Agents in Production

Explore the architecture and deployment of multi-agent systems using Google’s Agent Development Kit (ADK) and Google...

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Manage Agent Memory and State

You've built basic LLM agents that respond to queries—now let's make them stateful. Use session state to build...

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Add Agent Capabilities With Tools

You’ve built agents with advanced configuration—now give them real-world capabilities. Equip agents with tools that...

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Optimize Agent Behavior

You’ve built your first agent—now it’s time to take it further. In this course, you’ll advance your skills by...

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Analyzing and Interpreting Quantitative Data

This course introduces quantitative data analysis, linking it to the scientific method and research design. You'll...

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Using Large Datasets for Research

This course teaches the essentials of big data, from understanding its principles to accessing and using large...

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विचार-विमर्श करने और योजना बनाने के लिए एआई

क्या आपको कोई नया प्रोजेक्ट शुरू करना है? इस कोर्स में, आपको अपने रफ़ आइडिया को हकीकत में बदलना सिखाया जाएगा। साथ...

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कॉन्टेंट क्रिएशन के लिए एआई

क्या आप अपने क्रिएटिव आइडिया को हकीकत में बदलने के लिए तैयार हैं? इस कोर्स में, आपको एआई को अपने क्रिएटिव पार्टनर की...

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Databricks Data Engineer Associate: Practical Guide

This course covers all essential Databricks concepts for aspiring data engineers, including Apache Spark...

intermediate

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The Complete OpenAI Ecosystem - Tools, Use Cases & Workflows

Learn to use OpenAI tools to create content automate workflows and boost productivity Explore ChatGPT Sora and AI...

intermediate

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Reproducible Training Data and ML-Ready Data Pipelines

This course teaches learners to design reproducible, leakage-safe, governance-ready training data pipelines for...

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Data Ingestion, Analysis, and Monitoring in Sumo Logic

Master the essential skills for ingesting, analyzing, and visualizing security data with Sumo Logic. This course...

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RAG from Scratch: Build a Knowledge-Powered Chatbot

Learn how to design, build, evaluate, and deploy production-quality Retrieval-Augmented Generation (RAG) systems for...

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Foundations of Statistical Analysis with Stata

Gain a solid grounding in statistical reasoning and learn the essentials of data management and regression analysis...

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Build an AI-Powered Document Summarizer & Q&A System

This course teaches a complete, production-oriented Retrieval-Augmented Generation (RAG) system — document...

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Databricks Certified Data Analyst Associate Exam Prep

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

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GenAI for Data & Analytics

Generative AI is transforming modern data analytics, enabling organizations to move beyond traditional reporting...

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Performance Analytics & Optimization

Turn campaign data into clear, actionable decisions. In this course, you’ll build marketing dashboards using Power...

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People Analytics

Develop advanced people analytics capabilities to analyze workforce supply and demand, segment critical roles, and...

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Data Visualization and Reporting

In Data Visualization and Reporting, you’ll learn to turn raw data into clear charts, dashboards, and reports that...

intermediate

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Safeguard Data Privacy

Data privacy is no longer just a compliance requirement; it’s a core part of building trust with your customers. In...

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Attribution Model Analysis

Learn how to evaluate marketing performance beyond surface-level metrics and make better budget decisions using...

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Dynamic Heat Maps in Spreadsheets

Master the art of creating dynamic heat maps in Microsoft Excel for powerful data visualization and sales analysis....

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Üretken Yapay Zeka Ajanları: Kuruluşunuzu Dönüştürün

Üretken Yapay Zeka Ajanları: Kuruluşunuzu Dönüştürün, Üretken Yapay Zeka Lideri öğrenme rotasının beşinci ve son...

intermediate

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Data Preparation & Infrastructure

Build the technical foundation required for modern marketing analytics workflows. In this course, you’ll learn how...

intermediate

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Crea agentes de IA con bases de datos empresariales

Crea agentes de IA que puedan aprovechar las bases de datos empresariales con MCP Toolbox for Databases. Definirás...

intermediate

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Créer des agents IA avec des bases de données d'entreprise

Créer des agents IA capables d'exploiter des bases de données d'entreprise à l'aide de MCP Toolbox for Databases....

intermediate

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Visualizing Data in Excel

Raw data buried in rows and columns forces your audience to do mental work before they can act. When numbers sit in...

intermediate

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Secure and Tune OAS Models

Are governance gaps costing your BI team more time than insight delivery? This Short Course was created to help...

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Explore OAS Self-Service Analytics

What if you could turn a raw Excel budget file into a boardroom-ready dashboard within a few hours – no SQL...

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Automate Auditable SAS EG Analytics

Research shows 80% of analytical projects is dedicated to data preparation, making efficient data structuring...

intermediate

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Applied DeepSeek: Building Intelligent Systems

Apply DeepSeek to real-world scenarios through detailed case studies and learn how to build robust AI-powered...

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KI‑Infrastruktur: Netzwerktechniken

"Willkommen zum Kurs „KI-Infrastruktur: Netzwerktechniken“. In diesem Kurs lernen Sie, die Infrastruktur von Google...

intermediate

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Zukunftsfähige Strategie: KI-Agenten entdecken, entwerfen und Prototypen erstellen

Mit dem Kurs „Zukunftsfähige Strategie: KI-Agenten entdecken, entwerfen und Prototypen erstellen“ werfen Sie einen...

intermediate

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Dataflow를 사용한 서버리스 데이터 처리: 운영

Dataflow 과정 시리즈의 마지막 편에서는 Dataflow 운영 모델의 구성요소를 소개합니다. 파이프라인 성능의 문제를 해결하고 최적화하기 위한 도구와 기법을 살펴봅니다. 그런 다음 Dataflow...

intermediate

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Üretken Yapay Zeka Uygulamaları: İşinizi Dönüştürün

Üretken Yapay Zeka Uygulamaları ile İşinizi Dönüştürün, Üretken Yapay Zeka Lideri öğrenme rotasının dördüncü...

intermediate

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Üretken Yapay Zeka: Chatbot'tan Daha Fazlası

Üretken Yapay Zeka: Chatbot'tan Daha Fazlası, Üretken Yapay Zeka Lideri öğrenme rotasının ilk kursudur ve ön koşul...

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Explainability Methods & Evaluation

This course explores advanced Explainable AI (XAI) techniques for interpreting and validating machine learning model...

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L'IA générative pour le secteur de la santé

Spécialement conçu pour les professionnels de santé, ce cours lève le voile sur l'IA générative (la dernière avancée...

intermediate

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에이전트 전략: 발견, 설계, 프로토타입 제작

미래로 나아가는 여정을 '에이전트 전략: 발견, 설계, 프로토타입 제작'으로 시작해 보세요. 이 과정에서는 Google의 에이전트 AI Transformation 프레임워크를 체계적으로 익히고 단순한 챗봇을...

intermediate

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Build & Analyze Your Data Lakehouse

The modern data landscape demands professionals who can seamlessly bridge the gap between data lakes and data...

intermediate

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Infrastructure d'IA : types de déploiements

Ce cours constitue un guide complet pour déployer, gérer et optimiser des charges de travail d'IA et de calcul...

intermediate

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Analytics Application & Insight

This course focuses on applying analytics techniques to real HR challenges. You'll learn to track workforce metrics,...

intermediate

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Infraestrutura de IA: técnicas de rede

"Este é o curso ""Infraestrutura de IA: técnicas de rede"". Você vai aprender a aproveitar a infraestrutura de alta...

intermediate

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Redshift 전문가를 위한 BigQuery 기초

이 과정은 Redshift에서 SQL 기반 클라우드 데이터 웨어하우스를 사용해 본 경험이 있고 BigQuery에서 작업을 시작하려고 하는 전문가를 대상으로 하며 BigQuery 기본사항을 다룹니다. 대화형...

intermediate

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Infraestrutura de IA: opções de armazenamento

Neste curso, você vai embarcar em uma jornada completa pelas soluções de armazenamento disponíveis no Google Cloud,...

intermediate

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Statistical Thinking & Predictive Modeling

Build the analytical skills that turn raw data into decisions leaders can act on. In this course, you will move...

intermediate

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Geospatial Foundations & Vector Analysis

Build a strong foundation in geospatial data science by learning core GIS concepts and vector data analysis. This...

intermediate

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Building deterministic MCP Agents

Learn to build deterministic AI agents using the Model Context Protocol (MCP) and structured quality metrics for...

intermediate

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Retrieve & Prep Data

Your CSV import failed. The columns are wrong. Dates look like numbers. Sound familiar? You'll use your knowledge of...

intermediate

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Analyze Usage Data

Analyze Usage Data is an intermediate-to-advanced short course designed for IT managers, platform owners, and...

intermediate

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CrewAI Tools, MCP, and Agentic RAG

This program introduces you to CrewAI Tools, MCP, and Agentic RAG, designed for developers and AI practitioners...

intermediate

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Market Analysis and Trend Forecasting with Data

You will gain the applied data skills needed to turn multiple evidence streams into defensible forecasts and...

intermediate

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Deploy, Manage, and Orchestrate Your Models

Containerization is more than a deployment tool—it’s the backbone of reliable, scalable machine learning systems. In...

intermediate

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Automate, Validate, and Deliver Insightful Reports

This course provides essential skills for professionals seeking to build and manage sophisticated, reliable...

intermediate

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Data Quality and Debugging for Reliable Pipelines

You'll build the diagnostic and preventive skills that keep data pipelines trustworthy and production-ready. In this...

intermediate

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Transform, Analyze, and Report Data with R

This beginner-level course is your entry into the world of robust, scalable data analysis with R. Designed for...

intermediate

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Unlock Multimodal Search

"Unlock Multimodal Search" is an intermediate, hands-on course for developers and ML engineers ready to build the...

intermediate

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GitHub: Governing AI-Generated Code

Learn to validate, audit, and govern AI-generated code using GitHub Copilot. This course teaches you systematic...

intermediate

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Validate, Analyze, and Monitor ML Models

This intermediate-level course is designed for machine learning engineers, data scientists, and ML Ops practitioners...

intermediate

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Unify Diverse Data Sources

Transform disconnected data silos into unified insights with enterprise-grade connector configuration skills. This...

intermediate

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Optimize ML Models: Hyperparameter Tuning

Optimize ML Models: Hyperparameter Tuning gives you the practical skills to move from “good enough” models to models...

intermediate

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Monitor Email KPIs: Performance Measurement & Analytics

Email marketing success depends on measuring what matters. This Short Course was created to help marketing...

intermediate

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Build Trustworthy AI: Measure Human Connection

Transform how you approach AI companion products by mastering the psychology of human-AI trust. You'll apply...

intermediate

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Unify, Reconcile, and Tune Data Systems

Did you know that inconsistent or poorly synchronized data can derail analytics, disrupt integrations, and slow...

intermediate

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Blend Hybrid Search

In the world of AI-powered search, relevance is everything. Go beyond the limits of pure keyword or vector search in...

intermediate

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Integrate Embeddings and Chroma

Vector Databases for Machine Learning: A Comprehensive Guide - Integrate Embeddings and Chroma is an...

intermediate

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Understand RAG Basics

"Understand RAG Basics" is an intermediate course for developers and data scientists who want to build more powerful...

intermediate

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Dashboarding and Funnel Analytics for Product Insights

You'll build expertise in transforming raw user data into actionable product insights through interactive dashboards...

intermediate

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AI-Powered Jira Automation and Workflow Optimization

This advanced applied long course focuses on integrating AI capabilities into Jira workflows to speed documentation,...

intermediate

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Apply SCD2 to Build Dynamic Data Models

Did you know that without historical data tracking, over 40% of business insights can become inaccurate or...

intermediate

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Model Data in Weaviate

Model Data in Weaviate is an intermediate, project-based course for developers and data professionals who want to...

intermediate

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Measure Vector Similarity

Measure Vector Similarity: Cosine, Dot-Product, and Euclidean Distance is an intermediate course for machine...

intermediate

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AI-powered market intelligence & brand positioning

Turn data into strategic advantage with AI-powered market intelligence and brand positioning. This course shows how...

intermediate

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Infraestrutura de IA: introdução ao Hipercomputador de IA

Tudo pronto para começar a usar o Hipercomputador de IA? Com este curso, fica fácil! Vamos abordar os conceitos...

intermediate

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Build Performance Dashboards

Transform your marketing data into strategic business intelligence that drives results. This Short Course was...

intermediate

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Vision Models: Train and Evaluate

This short course gives you practical experience training and evaluating computer vision models. You’ll learn how to...

intermediate

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Transform Data: Cleanse, Encode, Validate

This course teaches you how to transform real-world datasets into reliable analytical assets through practical,...

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Grow Trees & Powerful Ensembles

Ready to transform your data science expertise with the most powerful tree-based modeling techniques? This Short...

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Simulate with Monte Carlo

Ready to turn uncertainty into opportunity? This Short Course was created to help data analysts master Monte Carlo...

intermediate

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Annotate and Analyze Objects for Vision

This short course shows you how to build reliable vision datasets and configure detection models with confidence....

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Apply ETL Testing Techniques for Retail Data Pipelines

By the end of this course, learners will be able to analyze ETL architectures, apply data validation techniques,...

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Transform, Analyze, and Optimize Your Data

Ready to unlock the true potential of your enterprise data infrastructure? This comprehensive course transforms you...

intermediate

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Dynamic Dashboards: Report and Visualize Data

Dynamic Dashboards: Report and Visualize Data is an intermediate course for financial analysts and business...

intermediate

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Analyze and Visualize Data Using Tableau Desktop

By the end of this course, learners will be able to analyze data using Tableau Desktop, create effective...

intermediate

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Analyze and Automate Data Using Splunk Knowledge Objects

Learners will analyze, enrich, and automate Splunk data using knowledge objects, field extractions, workflows, and...

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Analyze War Data with Tableau Dashboards and Stories

By the end of this course, learners will be able to analyze structured datasets, interpret military equipment and...

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Analyze and Automate Splunk Reporting with Data Models

By the end of this course, learners will be able to automate Splunk reports, design interactive dashboards, apply...

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Validate Multimodal Data: Ensure Quality

Did you know that 90% of multimodal AI system failures can be traced back to data quality issues that could have...

intermediate

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Debug Audio Models: Performance and Root Cause

Unlock the critical skills needed to diagnose and resolve audio model failures in production environments. This...

intermediate

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Trace and Fix Data Anomalies

Did you know that hidden data anomalies can cascade through pipelines and corrupt entire dashboards, models, and...

intermediate

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Analyze Market Basket Data Using R

By the end of this course, learners will be able to analyze transactional datasets, calculate and adjust support...

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Analyze Data Using R for Statistical Analytics

Learners will analyze data using R, apply core statistical techniques, build analytical models, and interpret...

intermediate

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Analyze and Visualize Data Using Power BI

By the end of this course, learners will be able to analyze business data, design interactive reports, apply...

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Analyze & Visualize Data Using Advanced Excel

By completing this course, learners will be able to analyze structured datasets, apply Pivot Tables for meaningful...

intermediate

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Fix Data Bottlenecks: Optimize Spark Performance

Fix Data Bottlenecks: Optimize Spark Performance Did you know that inefficient data shuffling can slow Spark jobs...

intermediate

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Hugging Face Hub and Ecosystem Fundamentals

Master the Hugging Face ecosystem—the leading open-source platform for machine learning. This hands-on course...

intermediate

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Evaluate Vision Errors: Identify Failure Patterns

Transform your ability to diagnose and improve computer vision model performance through systematic error analysis....

intermediate

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Build & Evaluate Decision Trees for ML

Are you ready to master one of machine learning’s most powerful and interpretable algorithms? This course will guide...

intermediate

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Present Compelling Data Stories, Drive Outcomes

Healthcare organizations generate massive amounts of data daily, yet only 30% of data-driven insights actually...

intermediate

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Manage Schema Evolution in Real‑Time Data

Ship data and schema changes without outages. This hands-on course teaches you how to treat schemas as contracts,...

intermediate

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Power BI: Data Cleaning, Transformation, and Visualization

In this course, you'll continue analyzing data using Power BI by cleaning, profiling, and shaping data. You'll also...

intermediate

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Harden AI: Patch and Recover Incidents Fast

Master the critical skills needed to maintain AI systems in production through this hands-on course designed for...

intermediate

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Excel: Modeling with Power Pivot and Reporting Insights

To round out your data-analysis skills in Excel, you'll use Power Pivot to create data models and perform advanced...

intermediate

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The Ultimate Guide to Snowpark

Snowpark has become an essential framework for modern data engineering, analytics, and machine learning workflows....

intermediate

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Automate, Ingest, and Validate Event Data

Transform your data infrastructure with automated event processing and rigorous compliance validation. This course...

intermediate

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Star Schemas & Track Changes

Transform your data architecture skills with advanced dimensional modeling techniques that power enterprise-grade...

intermediate

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Govern Your GenAI Data Safely

The explosion of generative AI has created unprecedented data governance challenges that traditional approaches...

intermediate

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Visualize Retention: Heatmaps & Clarity Unlocked

Transform raw user retention data into compelling visual narratives that drive business decisions. This course...

intermediate

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Compare User Behavior with Segments

"Unlock the power of user segmentation to drive data-informed marketing decisions! Did you know that companies using...

intermediate

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Analytics: Uncover Key Report Insights

Transform raw website data into marketing gold with Google Analytics mastery! Every click, scroll, and conversion on...

intermediate

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Generate Visuals for A/B Testing Success

This course introduces practical, hands-on skills for creating and optimizing campaign visuals using generative AI....

intermediate

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Discover Keywords: Forecast Traffic & Costs

This short, practical course teaches you how to transform keyword ideas into actionable insights through discovery,...

intermediate

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Secure AI: API and Dependency Risks

Secure AI: API and Dependency Risks is an intermediate course that moves you from developer to defender, teaching...

intermediate

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Futuro de los datos y la tecnología - Echar un vistazo

Este curso explora las tecnologías emergentes que darán forma al futuro de la analítica del fútbol, desde sistemas...

intermediate

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Análisis de fútbol aplicado - Mirando a los casos reales

Este curso explora cómo se aplica la analítica del fútbol en entornos profesionales reales, pasando de la teoría a...

intermediate

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¿Cómo hemos llegado hasta aquí?El desarrollo de la analítica

Este curso explora cómo el fútbol pasó de tomar decisiones basadas en la intuición a convertirse en un deporte...

intermediate

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Building and Optimizing Decision Systems

This course dives into how AI-powered decision systems are designed, modeled, and governed. Built for professionals...

intermediate

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Splunk Fundamentals: Analyze & Visualize Data

Master Splunk fundamentals and build practical skills in analyzing, visualizing, and correlating machine-generated...

intermediate