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Data Science & AI

331 resources — showing top 120

Coursera
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Productionization, Experimentation & MLOps
Building a recommendation model is only part of the challenge. Keeping it accurate, fast, and reliable in production...
intermediate
Coursera
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Research & Intelligence Strategies
Build your foundation in secondary market research using Perplexity. In this course, you will learn to define...
intermediate
Coursera
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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...
intermediate
Coursera
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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...
intermediate
Coursera
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Forecasting for Marketers: Mastering Google Analytics
Unlock GA4 forecasting to assess channel performance, retention, checkout behavior, and revenue. This course helps...
intermediate
Coursera
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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...
intermediate
Coursera
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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...
intermediate
Coursera
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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...
intermediate
Coursera
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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...
intermediate
Coursera
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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
Coursera
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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
Coursera
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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...
intermediate
Coursera
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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...
intermediate
Coursera
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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...
intermediate
Coursera
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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...
intermediate
Coursera
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GenAI for Data & Analytics
Generative AI is transforming modern data analytics, enabling organizations to move beyond traditional reporting...
intermediate
Coursera
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Performance Analytics & Optimization
Turn campaign data into clear, actionable decisions. In this course, you’ll build marketing dashboards using Power...
intermediate
Coursera
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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
Coursera
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AI-Assisted Code Modernization
Launch into application modernization, one of enterprise software's most in-demand specialties, with a...
intermediate
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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...
intermediate
Coursera
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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
Coursera
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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...
intermediate
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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...
intermediate
Coursera
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Explainability Methods & Evaluation
This course explores advanced Explainable AI (XAI) techniques for interpreting and validating machine learning model...
intermediate
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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Web Analytics with Google Analytics Tools
Master Google Analytics, website traffic analysis, and data-driven marketing strategies to understand user behavior...
intermediate
Coursera
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GA4 Implementation with Google Tag Manager
This course transforms how you approach digital analytics by taking you beyond the basics and into the professional...
intermediate
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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Customer Segmentation and Analytics
You will learn to convert raw customer and survey data into actionable segments tied directly to revenue and growth...
intermediate
Coursera
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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
Coursera
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Apache Iceberg: From Zero to Production Data Lakehouse
This course is designed for data engineers, analytics engineers, data platform engineers, and data architects who...
intermediate
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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Mempercepat Pengembangan Aplikasi dengan Gemini CLI
Kursus ini dirancang untuk developer aplikasi dan engineer DevOps yang ingin bekerja lebih cerdas menggunakan Gemini...
intermediate
Coursera
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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
Coursera
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Unify Diverse Data Sources
Transform disconnected data silos into unified insights with enterprise-grade connector configuration skills. This...
intermediate
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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Integrate Embeddings and Chroma
Vector Databases for Machine Learning: A Comprehensive Guide - Integrate Embeddings and Chroma is an...
intermediate
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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Measure Vector Similarity
Measure Vector Similarity: Cosine, Dot-Product, and Euclidean Distance is an intermediate course for machine...
intermediate
Coursera
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Mastering GitHub Copilot: From Setup to Real Projects
Unlock the full potential of GitHub Copilot and supercharge your coding workflow! This practical course helps...
intermediate
Coursera
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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
Coursera
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Build Performance Dashboards
Transform your marketing data into strategic business intelligence that drives results. This Short Course was...
intermediate
Coursera
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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
Coursera
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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,...
intermediate
Coursera
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Present Compelling Executive Reports with Data
Executive reporting is more than charts—it’s how financial analysts turn performance data into leadership decisions....
intermediate
Coursera
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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...
intermediate
Coursera
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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....
intermediate
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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Master Sqoop for Data Transfer in Hadoop Ecosystems
By the end of this course, learners will be able to explain Apache Sqoop’s role in the Hadoop ecosystem, execute...
intermediate
Coursera
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Analyze Fatal Drug Overdose Data Using Tableau
By the end of this course, learners will be able to analyze real-world fatal accidental drug overdose data, apply...
intermediate
Coursera
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Survey Samples: Size and Methods
Survey Samples: Size and Methods is a foundational course for aspiring market research analysts and professionals...
intermediate
Coursera
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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
Coursera
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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
Coursera
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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...
intermediate
Coursera
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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
Coursera
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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...
intermediate
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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Ensure Consistency in Streaming Pipelines
Master the design and implementation of consistent streaming data pipelines using Apache Kafka, Spark, and Flink. In...
intermediate
Coursera
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Power BI: Dashboards, Collaboration, and Optimization
To round out your data-analysis efforts in Power BI, you'll publish and export reports and create dashboards. You'll...
intermediate
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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Star Schemas & Track Changes
Transform your data architecture skills with advanced dimensional modeling techniques that power enterprise-grade...
intermediate
Coursera
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Govern Your GenAI Data Safely
The explosion of generative AI has created unprecedented data governance challenges that traditional approaches...
intermediate
Coursera
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Uncover Product Insights: Analyze User Funnels
Transform scattered user interactions into strategic insights that drive product decisions. This course empowers you...
intermediate
Coursera
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Uncover Product Insights: Analyze Engagement Metrics
Master the engagement metrics and statistical monitoring techniques that distinguish high-performing product teams...
intermediate
Coursera
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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
Coursera
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Dive Deeper into Data-Driven Decisions with Power BI
Unlock the power of data with Microsoft Power BI—one of the most in-demand business intelligence tools used by...
intermediate
Coursera
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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
Coursera
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Optimize Patient Records: Merge and Manage Data
Medical errors from duplicate records cost hospitals over $1 million annually and can be life-threatening to...
intermediate
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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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
Coursera
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PyTorch: Techniques and Ecosystem Tools
Master advanced PyTorch techniques to build high-performing, efficient deep learning models. In this course, you’ll...
intermediate
Coursera
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Data Processing and Exploration with NumPy & Pandas
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...
intermediate
Coursera
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Master in Microsoft Power BI Desktop and Service
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...
intermediate
Coursera
audit free course
Building, Evaluating, and Operationalizing ML Models
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...
intermediate
Coursera
audit free course
Predictive Analytics with SPSS: Analyze & Apply
Master predictive analytics with SPSS through a structured progression from data management and descriptive...
intermediate
Coursera
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Traitement des données sans serveur avec Dataflow:opérations
Dans le dernier volet de la série de cours sur Dataflow, nous allons présenter les composants du modèle opérationnel...
intermediate
Coursera
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生成式 AI：掌握幕後技術與環境
「生成式 AI：掌握幕後技術與環境」是 Generative AI Leader 學習路徑的第三門課程。生成式 AI 正在改變我們的工作方式,以及我們如何與周遭的世界互動。身為領導者,您要如何駕馭 AI...
intermediate
Coursera
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Building and Evaluating Data Agents
Learn how to build and evaluate a data agent in “Building and Evaluating Data Agents,” a course created in...
intermediate
Coursera
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Master Decision Trees in R: Build, Predict & Evaluate
Unlock the power of decision tree modeling in R and learn how to build, evaluate, and interpret predictive models...
intermediate
Coursera
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Mastering Data Visualization with Matplotlib
Master the art of data visualization with Python's Matplotlib library by learning how to create, customize, and...
intermediate
Coursera
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SPSS: Apply & Evaluate Cluster Analysis Techniques
Learn how to apply and evaluate cluster analysis using SPSS in this hands-on introduction to unsupervised machine...
intermediate
Coursera
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R: Apply & Analyze K-Means Clustering for Unsupervised ML
Unlock the power of K-Means clustering and discover how to analyze unlabeled data using R programming. In this...
intermediate