{"id":4188,"date":"2026-09-11T18:54:17","date_gmt":"2026-09-11T16:54:17","guid":{"rendered":"https:\/\/trainitnow.com\/nl\/product\/ai-developer-practitioner\/"},"modified":"2026-10-03T21:01:21","modified_gmt":"2026-10-03T19:01:21","slug":"ai-developer-practitioner","status":"publish","type":"product","link":"https:\/\/trainitnow.com\/nl\/product\/ai-developer-practitioner\/","title":{"rendered":"AI+ Developer Practitioner\u2122"},"content":{"rendered":"<p><strong>Software Developers<\/strong><strong>:<\/strong> Enhance your coding expertise by mastering AI algorithms and deep learning techniques.<\/p>\n<p><strong>Data Enthusiasts<\/strong><strong>:<\/strong> Apply AI-driven data analysis, machine learning models, and deep learning to solve complex problems.<\/p>\n<p><strong>Computer Vision &amp; NLP Researchers<\/strong><strong>:<\/strong> Dive into specialized AI fields, including computer vision and natural language processing.<\/p>\n<p><strong>IT Specialists &amp; System Architects<\/strong><strong>:<\/strong> Integrate AI solutions into existing systems and optimize performance.<\/p>\n<p><strong>Students &amp; Fresh Graduates<\/strong><strong>:<\/strong> Build a strong foundation in AI development and prepare for future opportunities in tech.<\/p>\n<ul>\n<li><strong>Master Key AI Development Skills:<\/strong>Learn Python, deep learning, advanced concepts, and optimization techniques to build robust AI solutions.<\/li>\n<li><strong>Specialize in Cutting-Edge AI Domains:<\/strong>Gain expertise in NLP, computer vision, or reinforcement learning, alongside data processing, exploratory analysis, and time series analysis.<\/li>\n<li><strong>Stay Ahead in AI Development:<\/strong>AI is transforming industries, and organizations seek developers with strong proficiency in deploying AI models to solve real-world problems.<\/li>\n<li><strong>Advance Your Career in AI Development:<\/strong>With growing demand across tech, finance, and healthcare sectors, this certification positions you as a leader in AI-driven development.<\/li>\n<\/ul>\n<div>Module 1: Foundations of Modern AI for Developers<\/div>\n<ul>\n<li>1.1 Understanding Artificial Intelligence<\/li>\n<li>1.2 Components of an AI Application<\/li>\n<li>1.3 Beginner AI Development Workflow<\/li>\n<li>1.4 AI Development Concepts and Limitations<\/li>\n<li>1.5 Case Study: A Chatbot Prototype That Produced Unreliable Answers<\/li>\n<li>1.6 Use Case: Selecting the Right AI Approach<\/li>\n<\/ul>\n<div>Module 2: Python Programming for AI<\/div>\n<ul>\n<li>2.1 Python Foundations<\/li>\n<li>2.2 Python Data Structures and File Handling<\/li>\n<li>2.3 Beginner Software-Development Practices<\/li>\n<li>2.4 Case Study: An Unstructured Python Script Becomes Difficult to Maintain<\/li>\n<li>2.5 Use Case: Automated File Processing Utility<\/li>\n<\/ul>\n<div>Module 3: Data Handling and Visualization<\/div>\n<ul>\n<li>3.1 Working with NumPy and Pandas<\/li>\n<li>3.2 Data Cleaning<\/li>\n<li>3.3 Exploratory Data Analysis<\/li>\n<li>3.4 Case Study: Dirty Customer Data Produces Incorrect Sales Insights<\/li>\n<li>3.5 Use Case: Retail Sales Data Preparation<\/li>\n<\/ul>\n<div>Module 4: Practical Mathematics and Statistics for AI<\/div>\n<ul>\n<li>4.1 Essential Mathematical Concepts<\/li>\n<li>4.2 Essential Statistics<\/li>\n<li>4.3 Mathematical Reasoning for AI<\/li>\n<li>4.4 Case Study: Average Performance Hides a Major Customer Problem<\/li>\n<li>4.5 Use Case: Similarity-Based Product Recommendation<\/li>\n<\/ul>\n<div>Module 5: Machine Learning Fundamentals<\/div>\n<ul>\n<li>5.1 Understanding Machine Learning<\/li>\n<li>5.2 Supervised Machine Learning<\/li>\n<li>5.3 Unsupervised and Other Beginner Methods<\/li>\n<li>5.4 Case Study: Customer Churn Prediction<\/li>\n<li>5.5 Use Case: Delivery-Time Prediction<\/li>\n<\/ul>\n<div>Module 6: Model Evaluation and Improvement<\/div>\n<ul>\n<li>6.1 Model Evaluation Metrics<\/li>\n<li>6.2 Improving Model Performance<\/li>\n<li>6.3 Reliable Model Delivery<\/li>\n<li>6.4 Case Study: A High-Accuracy Model Misses the Important Cases<\/li>\n<li>6.5 Use Case: Spam Email Detection<\/li>\n<\/ul>\n<div>Module 7: Deep Learning and Computer Vision Basics<\/div>\n<ul>\n<li>7.1 Neural Network Fundamentals<\/li>\n<li>7.2 Beginner Deep Learning with PyTorch<\/li>\n<li>7.3 Computer Vision Foundations<\/li>\n<li>7.4 Case Study: Manufacturing Defect Detection with Transfer Learning<\/li>\n<li>7.5 Use Case: Product Image Classification<\/li>\n<\/ul>\n<div>Module 8: Natural Language Processing, Transformers, and LLM Fundamentals<\/div>\n<ul>\n<li>8.1 Text Processing Fundamentals<\/li>\n<li>8.2 Embeddings and Transformers<\/li>\n<li>8.3 Large Language Model Fundamentals<\/li>\n<li>8.4 Case Study: Choosing Between a Text Classifier and an LLM for Routing Support Tickets<\/li>\n<li>8.5 Use Case: Customer Review Analysis<\/li>\n<\/ul>\n<div>Module 9: Generative and Multimodal AI Application Development<\/div>\n<ul>\n<li>9.1 Prompt Engineering Foundations<\/li>\n<li>9.2 Building Controlled Generative AI Applications<\/li>\n<li>9.3 Multimodal AI Foundations<\/li>\n<li>9.4 Case Study: Invoice Extraction Produces Incorrect Financial Fields<\/li>\n<li>9.5 Use Case: Multimodal Product Information Assistant<\/li>\n<\/ul>\n<div>Module 10: Retrieval-Augmented Generation and Knowledge Assistants<\/div>\n<ul>\n<li>10.1 Retrieval Fundamentals<\/li>\n<li>10.2 Building a Basic RAG Workflow<\/li>\n<li>10.3 RAG Quality and Control<\/li>\n<li>10.4 Case Study: A Policy Assistant Returns an Outdated Rule<\/li>\n<li>10.5 Use Case: Employee Handbook Assistant<\/li>\n<\/ul>\n<div>Module 11: Simple AI Agents, APIs, and Deployment<\/div>\n<ul>\n<li>11.1 API Development for AI<\/li>\n<li>11.2 Basic AI Agents and Tool Use<\/li>\n<li>11.3 Beginner Deployment and Operations<\/li>\n<li>11.4 Case Study: An Over-Privileged Agent Performs an Unapproved Action<\/li>\n<li>11.5 Use Case: IT Support Triage Assistant<\/li>\n<\/ul>\n<div>Module 12: Responsible AI, Security, Monitoring, and Capstone<\/div>\n<ul>\n<li>12.1 Responsible AI Foundations<\/li>\n<li>12.2 AI Application Security<\/li>\n<li>12.3 Monitoring and Production Readiness<\/li>\n<li>12.4 Case Study: Prompt Injection Causes Confidential Data Exposure<\/li>\n<li>12.5 Use Case: Beginner AI Release Checklist<\/li>\n<\/ul>\n<div>Optional Module: AI Agents for Developer<\/div>\n<ul>\n<li>1.1 What Are AI Agents?<\/li>\n<li>1.2 Significance of AI Agents for Developers<\/li>\n<li>1.3 Applications and Trends of AI Agents for Developers<\/li>\n<li>1.4 How Does an AI Agent Work?<\/li>\n<li>1.5 Core Characteristics of AI Agents<\/li>\n<li>1.6 Importance of AI Agents<\/li>\n<li>1.7 Types of AI Agents<\/li>\n<li>1.8 Comparison Table of AI Agents in Ethics<\/li>\n<\/ul>\n<div>Tools you will explore<\/div>\n<ul>\n<li>GitHub Copilot<\/li>\n<li>Lobe<\/li>\n<li>H2O.ai<\/li>\n<li>Snorkel<\/li>\n<\/ul>\n<p> Instructor-led OR Self-paced course + Official exam + Digital badge <\/p>\n<p>Online proctored exam included, with one free retake.<br \/>Exam format: 50 questions, 70% passing, 90 minutes, online proctored exam<\/p>\n<p>Access to all materials and exams is provided for 365 days after delivery.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Formerly known as AI+ Developer&trade; <\/p>\n<p> Get hands-on with the tools and technologies that power the AI ecosystem.<\/p>\n<ul>\n<li><b>Core AI Foundations:<\/b> Covers Python, deep learning, data processing, and algorithm design<\/li>\n<\/ul>\n<ul>\n<li><b>Hands-on Projects:<\/b> Focus on NLP, computer vision, and reinforcement learning<\/li>\n<\/ul>\n<ul>\n<li><b>Advanced Modules:<\/b> Includes time series, model explainability, and cloud deployment<\/li>\n<\/ul>\n<ul>\n<li><b>Industry-Ready Skills:<\/b> Prepares learners to design and deploy complex AI systems<\/li>\n<\/ul>\n","protected":false},"featured_media":2508,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false},"product_brand":[],"product_cat":[506],"product_tag":[577,717,716,718],"class_list":["post-4188","product","type-product","status-publish","has-post-thumbnail","product_cat-cb-klassikaal","product_tag-cb-github-copilot","product_tag-cb-h2oai","product_tag-cb-lobe","product_tag-cb-snorkel","first","instock","taxable","shipping-taxable","purchasable","product-type-variable"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI+ Developer Practitioner\u2122 | Train IT Now B.V. | Netherlands<\/title>\n<meta name=\"description\" content=\"Formerly known as AI+ Developer&trade;  Get hands-on with the tools and technologies that power the AI ecosystem. 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