Data Science & AI Courses and Resources

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AI agents and creator tools for Maintenance professionals

Welcome to the “AI agents and creator tools for Maintenance professionals” — the final step in your AI learning...

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Introduction to AI for Maintenance professionals

Welcome to the “Introduction to AI for Maintenance professionals” — a unique, hands-on course designed to help you...

beginner

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Practical AI and prompting for R&D professionals

Welcome to the “Practical AI and prompting for HR professionals” — a unique, hands-on course designed to help you...

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Introduction to AI for IT & Data professionals

Welcome to the “Introduction to AI for IT & Data professionals” — a unique, hands-on course designed to help you...

beginner

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Introduction to AI for Communications professionals

Welcome to the “Introduction to AI for Communications professionals” — a unique, hands-on course designed to help...

beginner

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AI agents & creator tools for Risk Management professionals

Welcome to the “AI agents and creator tools for Risk Management professionals” — the final step in your AI learning...

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Data Governance & Responsible Practices

Using AI tools in healthcare requires more than technical skill; it requires informed judgment about data, privacy,...

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Optimize CapEx Decisions via Copilot

Capital proposals fail review for reasons that have nothing to do with arithmetic. This course builds the three...

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Streamline Ledger Reconciliations via Copilot

Cut days off your month-end close by pairing Microsoft Copilot with the professional skepticism accounting demands....

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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

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Azure AI Foundations & Solution Planning

Establish the architectural foundation for enterprise Azure AI solution design. This course maps the full Azure AI...

beginner

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AI Business Cases and ROI Models

Most AI initiatives are approved or rejected on the strength of a single document, and most of those documents fail...

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Identify and Prioritize AI Opportunities

Turn the open question "where should we use AI?" into a defensible, prioritized AI opportunity portfolio. You learn...

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Advanced Computer Vision with OpenCV for Smart Factories

The course “Advanced Computer Vision with OpenCV for Smart Factories” provides an in-depth exploration of advanced...

advanced

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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

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Trupeer MCP: From Knowledge Base to AI-Powered Workflows

Connect a Trupeer knowledge base to AI assistants and turn documented processes into workflows. You’ll learn how MCP...

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AI Fluency for Builders

At Anthropic, we believe that empowering people with AI, and ensuring that AI makes safe contributions to society,...

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AI Fluency for pK-12 Train the Trainer

This course is the result of a partnership between Anthropic and the American Federation of Teachers (AFT), built by...

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Claude AI for Work: Productivity, Writing & Automation

The future of work is not just about using AI tools but knowing how to apply them to solve real workplace...

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Evaluating and Scaling LLMs

Moving a large language model (LLM) application from prototype to production requires measurable quality, the right...

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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...

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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...

advanced

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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

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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...

intermediate

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Lakehouse Data Pipelines with Spark and dbt

Build practical expertise in modern batch data engineering using Apache Spark, PySpark, dbt Core, Apache Airflow,...

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Vector Embeddings Fundamentals

This course explores the foundations of vectors and embeddings for representing text numerically and building...

beginner

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AI agents and creator tools for Operations professionals

Welcome to the “AI agents and creator tools for HR professionals” — the final step in your AI learning journey. This...

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Inspiring Deep Learning with Metacognition

This course covers metacognitive theory and practical strategies for secondary educators. It focuses on techniques...

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Course 2: Basic Agentic AI Concepts

Course 2: Basic Agentic AI Concepts ----------------------------------- What you will learn ------------------- ...

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Scale and Professionalize AI-Built Projects

This course teaches you to take AI-assisted projects from working prototypes to production-ready, team-ready work....

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Jarvis GPT Project

Transform your Raspberry Pi into an AI-powered assistant with this practical course. From hardware setup to...

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Advance Power BI DAX

Build advanced analytical models using Power BI and DAX. Learn to create dynamic calculations, optimize data models,...

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Claude AI for Product Managers - From Strategy to Execution

This course provides product managers with practical skills to integrate Claude AI into their workflow. Learn to...

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Notion AI - Workflows, Prompts & Smart Templates

Discover how to use Notion AI to streamline workflows and optimize productivity. Master advanced strategies and...

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Data Visualization and Advanced Pandas Techniques

Transform your data analysis with advanced pandas features and compelling visualizations. Learn to present insights...

advanced

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Project Management Basics - From Zero to Confident

This course equips you with essential project management skills, covering project initiation, planning, team...

beginner

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Intermediate Data Manipulation and Analysis with Pandas

Advance your data analysis skills by exploring powerful pandas techniques for data extraction, text processing,...

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Data Science - Supervised Machine Learning in Python

This course covers the core concepts of supervised machine learning using Python. You will learn the most popular...

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Master Claude Cowork: Plugins And Automation

Learn how to use Claude Cowork to automate workflows and boost productivity. Explore plugins, sub-agents, and...

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Building a Traffic Volume Predictor

In this code-along, we'll build a neural network to predict traffic volume on a Minnesota highway. Traffic patterns...

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Getting Started with Apple Foundation Models

This course introduces the key components of Apple Intelligence Foundation Models and walks you through building...

beginner

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Building a Fitness Tracker

Learn Python fundamentals with AI while building a fitness tracker! This code-along covers exploratory data...

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Foundations of Generative AI for Software Developers

Explore the core concepts, architectures, and foundational tools of Generative AI, and discover how they are...

beginner

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Advanced Design and Deployment of Generative AI Applications

Advance your skills in designing, fine-tuning, and deploying sophisticated Generative AI applications, from agent...

advanced

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Make Money with Claude: 23 Ways to Earn with AI

Many people know how to use AI, but only a few know how to turn those skills into services and products that clients...

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Claude AI for Research, Learning and Productivity

What if Claude could do more than answer your questions and actually change how you research, learn, and get things...

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Build Jupyter Skills and Visualize Python Data

Build practical Jupyter Notebook, IPython, and Python data visualization skills through a structured, hands-on...

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Generative AI in Healthcare: Responsible Decision Making

This course equips you with critical skills to work safely and effectively with generative AI in healthcare. Through...

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Ranking Models & Feature Engineering

Progress from candidate retrieval to high-precision heavy ranking layers operating under strict online serving...

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GenAI for Product Designers: Enhancing UX with AI

This AI for UX design course gives product designers, UX researchers, and design leads a practical playbook for...

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Value Selling, Demonstration and AI-Assisted Sales Execution

This course develops the capabilities required to communicate AWS solution value, deliver customer-focused...

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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

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GitHub Copilot JavaScript Testing Training

This comprehensive Generative AI for Software Testing Training course builds essential skills in AI-assisted...

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AI Assisted Coding for Developers Training

This certificate for AI Assisted Coding for Developers Training validates your ability to use AI coding tools for...

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Business Analytics and Data-Driven Decision Making

Business analytics, business intelligence, and data-driven decision-making are essential skills for today's...

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Artificial Intelligence for Business

Artificial intelligence, machine learning, deep learning, and neural networks are transforming how businesses...

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Advanced Pandas

Most Python users pick up just enough pandas to load a CSV and glance at a few rows, then stop there, leaving most...

advanced

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Business Analytics: Marketing Data

Most businesses have the tools to track their marketing, yet many still can't answer a basic question: is it...

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Gen AI Dev- Optimize Application Performance

This module focuses on optimizing the performance of generative AI applications through systematic approaches to...

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Create Clear AI Use Disclosures

This Short Course was created to help Legal professionals draft, adapt, and evaluate AI Use Disclosures that are...

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Audit Your AI Decisions

What if your biggest productivity risk isn't using AI too little — it's using it wrong? This Short Course was...

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Gen AI Dev- Foundation Model API Integrations

Foundation model (FM) API integrations form the backbone of modern generative AI applications on AWS. When you...

beginner

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Gen AI Dev- Implementing Cost Opt. & Resource Eff Strategies

Welcome to the fourth part of this learning plan centered around operational excellence for generative AI...

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Gen AI Dev- Implement Monitoring Systems

This module focuses on implementing comprehensive monitoring systems specifically designed for generative AI...

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Gen AI Dev- Safe User Interactions with Gen AI Applications

Welcome to the third part of this learning plan centered around the role and responsibilities of a generative AI...

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RAG and Tool Calling with DeepSeek

RAG and tool-enabled AI applications are built to do more than generate free-form responses. In this hands-on...

advanced

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Developing AI Agents with DeepSeek

AI applications are evolving beyond traditional chatbots into systems that can reason, use tools, manage state, and...

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Agentic AI, Security, Governance & Operations

Take Azure AI solutions from design through production. This course covers the full lifecycle of enterprise AI...

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AI Platform Delivery & Lifecycle

Delivering enterprise AI solutions at scale requires more than strong architecture. It demands effective platform...

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Gen AI Dev - Design Retrieval Mechanisms for FM Augmentation

As organizations increasingly deploy retrieval-augmented generation (RAG) systems to unlock the value of their...

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Introduction to the Gemini App

This training aims to empower Google Workspace users to seamlessly integrate the Gemini app, securely accessing...

beginner

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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

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The Art of ChatGPT Interactions

Want to use ChatGPT but need some expert help? This course is designed to help you build the skills and confidence...

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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

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Data Management and Cleaning for Research

This course provides practical guidance on managing, cleaning, and validating research data to support high-quality,...

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Gather Your Data Online

We go online to communicate, participate in classes and meetings, and find sources in the library. How can we use...

beginner

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Leveraging Gen AI for Academic Excellence

This course provides clear guidance on utilizing Gen AI tools to support and enhance your academic performance. It...

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Generative AI in Practice Part 1

Welcome to IE 5250 Generative AI in Practice! This course provides an engaging exploration into the transformative...

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Generative AI in Practice Part 2

Welcome to Generative AI in Practice! This course provides an engaging exploration into the transformative world of...

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Multimodal Agents with Vision Language Models

This course covers vision-language models and multi-agent coordination: how agents interpret images alongside text...

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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

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एआई के बुनियादी सिद्धांत

एआई के बारे में काफ़ी बातें हो गईं, क्या अब आपको इसके असली फ़ायदे देखने हैं? इस कोर्स में, एआई के साथ काम करने से...

beginner

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Strategic Decision-Making with Generative AI

Some of the highest-stakes decisions a manager makes involve incomplete information, competing priorities, and real...

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AI Slop: Fixing the Productivity Paradox at Work

Generative AI promised to make work faster, but for many teams it's making work heavier instead. This course,...

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From Social Science to Data Science

Explore how Python can be used to enhance social science research, from programming basics to advanced data...

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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

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n8n + AI for Beginners - Business Automation Essentials

Build real-world automation workflows using n8n from day one. Explore cloud, Docker, and VPS deployments while...

beginner

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NVIDIA GenAI & LLMs: Learn and Pass NCA-GENL Certification

Unlock your potential in Generative AI and Large Language Models (LLMs) through this comprehensive course. Dive into...

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ChatGPT for Data Analyst

Transform your data analysis workflow using ChatGPT across essential tools like Excel, Power BI, SQL, and Google...

Coursera

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Microsoft PowerPoint with ChatGPT & Gamma AI 2026

Discover how to elevate your PowerPoint presentations by integrating ChatGPT and Gamma AI. Learn essential design...

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Vibe Coding Made Simple - A Beginner's Guide

Discover the power of vibe coding and AI tools like Lovable, Windsurf, and Cursor. This course simplifies coding,...

beginner

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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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Apple Intelligence: Foundation Models & Tool Calling

This course offers hands-on experience with foundation models, covering app development using tools like @Generable...

advanced

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AI-Driven Salesforce Development with Cursor and Agentforce

Explore how AI-powered development tools are transforming the Salesforce ecosystem. Learn to build Apex classes,...

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Process Mining for Data-Driven Process Improvement

This course explores process mining from basics to advanced, with hands-on ProM and Disco exercises. Learn process...

beginner

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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

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Applied DAX: Business Metrics and Analytical Solutions

Advance your DAX skills by applying them to real-world business scenarios across customer analytics, human...

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Oracle BI 12c Foundations: Architecture and Administration

Gain a comprehensive introduction to Oracle Business Intelligence 12c by exploring its architecture, installation...

beginner

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Introduction to Power BI

By the end of this course you will install Power BI Desktop, connect it to Excel and other data sources, clean and...

beginner

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Applied Anomaly Detection with Machine Learning

This course teaches you how to design and implement a complete, production-ready anomaly detection system for both...

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Business Data Analytics with Excel

Business Data Analytics with Excel introduces learners to the practical skills needed to organize, analyze, and...

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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

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Data Management, Databases, and Big Data

Every organization runs on information, but information only creates value when it's managed well. Poor data...

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Claude Code for Marketers

Transform how you execute marketing campaigns by mastering Claude Code as your personal, local execution partner. In...

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Vision AI and Advanced OpenAI

Once you can build with text, the next step is multimodal AI and enterprise-scale capabilities. This course advances...

advanced

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Assessing neural network robustness: ISO/IEC 24029-1:2021

AI systems are increasingly used in contexts where reliability, safety, fairness, privacy and trust matter. In this...

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Foundations of AI Native Data Engineering

This course introduces the foundational shift from traditional data engineering to AI-native data...

beginner

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Unstructured Data Engineering for AI

This course prepares learners to engineer governed unstructured data pipelines for AI training, semantic search, and...

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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

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AI for Freelancers: Win More Clients with Free AI Tools

This course teaches freelancers with zero AI experience how to use AI tools all free across every part of their...

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Practical AI Foundations

Practical AI Foundations introduces learners to the practical use of artificial intelligence in everyday work,...

beginner

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Practical Prompt Engineering with AI

Practical Prompt Engineering with AI teaches learners how to communicate effectively with generative AI to produce...

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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...

advanced

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Transfer Learning Foundations for AI Models

Transfer learning has transformed modern artificial intelligence by making it possible to build powerful AI...

beginner

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Fine-Tuning Techniques for AI Models

Pretrained AI models provide an excellent starting point, but real-world AI applications often require them to be...

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Generative AI Essentials for Business Professionals

This course takes you from curiosity about generative AI to building working automations, introducing practical...

beginner

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Advanced Techniques and Interpretability in LLMs

Delve into advanced transformer techniques, including generative AI, fine-tuning, interpretability, and the critical...

advanced

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Transformers for Vision AI, Multimodal & Generative AI

Discover how transformer architectures are revolutionizing computer vision and multimodal AI, and explore the latest...