IBM

Develop Generative AI Applications: Get Started

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Generative AI: Elevate Your Data Science Career

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Supervised Machine Learning: Classification

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Unsupervised Machine Learning

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Advanced RAG with Vector Databases and Retrievers

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Agentic AI with LangChain and LangGraph

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Agentic AI with LangGraph, CrewAI, AutoGen and BeeAI

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AI Capstone Project with Deep Learning

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Application Development using Microservices and Serverless

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Application Security for Developers and DevOps Professionals

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Applied Data Science Capstone

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Artificial Intelligence (AI) Education for Teachers

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Assessment for Data Analysis and Visualization Foundations

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Back-end Application Development Capstone Project

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BI Dashboards with IBM Cognos Analytics and Google Looker

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Build Multimodal Generative AI Applications

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Build RAG Applications: Get Started

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Building AI Powered Chatbots Without Programming

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Building Generative AI-Powered Applications with Python

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Business Intelligence (BI) Essentials

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Capstone Project: Applying Business Analysis Skills

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Capstone Project: Applying UI/UX Design in the Real World

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Capstone Project: Digital Marketing and Growth Hacking

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Cloud Native, Microservices, Containers, DevOps and Agile

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Collaborate Effectively for Professional Success

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Computer Networks and Network Security

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Continuous Integration and Continuous Delivery (CI/CD)

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Core 1: Hardware and Network Troubleshooting

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Core 2: OS, Software, Security and Operational Procedures

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Cybersecurity Architecture

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Cybersecurity Assessment: CompTIA Security+ & CYSA+

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Cybersecurity Case Studies and Capstone Project

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Cybersecurity Compliance Framework, Standards & Regulations

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Cybersecurity Job Search, Resume, and Interview Prep

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Data Analysis with Python

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Data Analysis with R

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Data Analyst Career Guide and Interview Preparation

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Data Engineering Capstone Project

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Data Engineering Career Guide and Interview Preparation

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Data Science Methodology

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Data Science with R - Capstone Project

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Data Scientist Career Guide and Interview Preparation

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Data Visualization and Dashboards with Excel and Cognos

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Data Visualization with Python

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Data Visualization with R

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Data Warehouse Fundamentals

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Data Warehousing Capstone Project

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Database Essentials and Vulnerabilities

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Databases and SQL for Data Science with Python

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DataOps Methodology

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Deep Learning and Reinforcement Learning

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Deep Learning with Keras and Tensorflow

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Deep Learning with PyTorch

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Delivering Quality Work with Agility

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Designing User Interfaces and Experiences (UI/UX)

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Developing AI Applications with Python and Flask

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Developing Back-End Apps with Node.js and Express

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Developing Front-End Apps with React

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Developing Interpersonal Skills

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Developing Websites and Front-Ends with Bootstrap

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DevOps Capstone Project

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Django Application Development with SQL and Databases

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Encryption and Cryptography Essentials

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Ethical Hacking with Kali Linux

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ETL and Data Pipelines with Shell, Airflow and Kafka

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Excel Basics for Data Analysis

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Exploitation and Penetration Testing with Metasploit

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Exploratory Data Analysis for Machine Learning

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Flutter and Dart: Developing iOS, Android, and Mobile Apps

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Front-End Development Capstone Project

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Full Stack Application Development Capstone Project

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Full Stack Software Developer Assessment

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Fundamentals of AI Agents Using RAG and LangChain

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Fundamentals of Building AI Agents

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Gen AI Foundational Models for NLP & Language Understanding

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GenAI for Execs & Business Leaders: Formulate Your Use Case

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GenAI for Execs & Business Leaders: Integration Strategy

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GenAI for Executives & Business Leaders: An Introduction

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Generative AI Advance Fine-Tuning for LLMs

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Generative AI and LLMs: Architecture and Data Preparation

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Generative AI Engineering and Fine-Tuning Transformers

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Generative AI Language Modeling with Transformers

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Generative AI: Accelerate your Digital Marketing Career

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Generative AI: Boost Your Cybersecurity Career

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Generative AI: Boost Your Sales Career

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Generative AI: Business Transformation and Career Growth

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Generative AI: Elevate your Data Engineering Career

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Generative AI: Elevate your Software Development Career

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Generative AI: Empowering Modern Education

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Generative AI: Enhance your Data Analytics Career

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Generative AI: Foundation Models and Platforms

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Generative AI: Impact, Considerations, and Ethical Issues

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Generative AI: Introduction and Applications

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Generative AI: Prompt Engineering Basics

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Get Started with Cloud Native, DevOps, Agile, and NoSQL

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Getting Started with Front-End and Web Development

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Getting Started with Git and GitHub

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Hands-on Introduction to Linux Commands and Shell Scripting

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IBM Data Analyst Capstone Project

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Incident Response and Defense with OpenVAS

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Incident Response and Digital Forensics

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Information Technology (IT) Fundamentals for Everyone

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Intermediate Web and Front-End Development

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Introduction to Agile Development and Scrum

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Introduction to Artificial Intelligence (AI)

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Introduction to Big Data with Spark and Hadoop

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Introduction to Business Analysis

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Introduction to Cloud Computing

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Introduction to Computer Vision and Image Processing

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Introduction to Containers w/ Docker, Kubernetes & OpenShift

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Introduction to Cybersecurity Careers

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Introduction to Cybersecurity Essentials

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Introduction to Cybersecurity Tools & Cyberattacks

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Introduction to Data Analytics

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Introduction to Data Engineering

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Introduction to Deep Learning & Neural Networks with Keras

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Introduction to DevOps

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Introduction to Digital Marketing

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Introduction to Hardware and Operating Systems

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Introduction to HTML, CSS, & JavaScript

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Introduction to Mobile App Development

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Introduction to Networking and Storage

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Introduction to Neural Networks and PyTorch

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Introduction to NoSQL Databases

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Introduction to Program Management

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Introduction to Project Management

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Introduction to R Programming for Data Science

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Introduction to Relational Databases (RDBMS)

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Introduction to Software Engineering

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Introduction to Software, Programming, and Databases

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Introduction to Systems Analysis

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Introduction to Technical Support

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Introduction to Test and Behavior Driven Development

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Introduction to the Threat Intelligence Lifecycle

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Introduction to UX/UI Design

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Introduction to Web Development with HTML, CSS, JavaScript

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Java Development Capstone Project

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Java Programming for Beginners

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JavaScript Back-end Capstone Project

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JavaScript Full Stack Capstone Project

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JavaScript Programming Essentials

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Machine Learning Capstone

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Machine Learning Introduction for Everyone

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Machine Learning with Apache Spark

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Machine Learning with Python

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Monitoring and Observability for Development and DevOps

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Node.js & MongoDB: Developing Back-end Database Applications

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Object Oriented Programming in Java

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Operating Systems: Overview, Administration, and Security

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Penetration Testing, Threat Hunting, and Cryptography

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People and Soft Skills Assessment

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Practice Exam for CompTIA Tech+ Certification

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Practice Exams for CompTIA A+ Certification: Core 1 & Core 2

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Present with Purpose: Create/Deliver Effective Presentations

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Product Management: An Introduction

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Product Management: Capstone Project

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Product Owner Capstone

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Program Manager Capstone

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Project Management Capstone

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Project Management Job Search, Resume, and Interview Prep

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Project: Generative AI Applications with RAG and LangChain

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Python for Data Science, AI & Development

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Python Project for Data Engineering

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Python Project for Data Science

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Relational Database Administration (DBA)

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Relational Database Administration Capstone Project

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Scalable Machine Learning on Big Data using Apache Spark

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Search Engine Optimization and Content Marketing

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Software Developer Career Guide and Interview Preparation

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Software Testing, Deployment, and Maintenance Strategies

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Solving Problems with Creative and Critical Thinking

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Specialized Models: Time Series and Survival Analysis

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SQL for Data Science with R

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SQL: A Practical Introduction for Querying Databases

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Statistical Analysis Fundamentals using Excel

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Statistics and Clustering in Python

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Statistics for Data Science with Python

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Supervised Machine Learning: Regression

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Systems Analyst Capstone Project 

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Tech Support Career Guide and Interview Preparation

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Technical Support (IT) Case Studies and Capstone

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Tools for Data Science

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UX Research and Information Architecture 

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Vector Database Projects: AI Recommendation Systems

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Vector Databases for RAG: An Introduction

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Vector Databases: An Introduction with Chroma DB

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What is Data Science?

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