{"id":699,"date":"2024-03-06T08:17:18","date_gmt":"2024-03-06T07:17:18","guid":{"rendered":"https:\/\/softwaredev.de\/?page_id=699"},"modified":"2025-08-01T06:29:50","modified_gmt":"2025-08-01T04:29:50","slug":"certificates","status":"publish","type":"page","link":"https:\/\/softwaredev.de\/index.php\/en\/certificates\/","title":{"rendered":"Certificates"},"content":{"rendered":"\n
\"\"<\/td>Agentic AI<\/strong>
Prompting for Effective LLM Reasoning and Planning, Agentic Workflows, Building Agents, Multi-Agent Systems<\/em>
https:\/\/github.com\/tobiassteidle\/AgenticAI_ND_P4_Beaver-s-Choice-Paper-Company<\/a>
https:\/\/github.com\/tobiassteidle\/AgenticAI_ND_P3_AI-Research-Assistant-for-Video-Game-Industry<\/a>
https:\/\/github.com\/tobiassteidle\/AgenticAI_ND_P2_Agentic-Workflow-for-Project-Management<\/a>
<\/a>https:\/\/github.com\/tobiassteidle\/AgenticAI_ND_P1_AgentsVille-Trip-Planer<\/a><\/td><\/tr>
\"\"<\/a><\/td>Specialization<\/strong>: Mathematics for Machine Learning and Data Science<\/strong>
DeepLearning.AI<\/td><\/tr>
\"\"<\/a><\/td>Probability & Statistics for Machine Learning & Data Science<\/strong>
DeepLearning.AI
Achieved rating: 99.33 %<\/td><\/tr>
\"\"<\/a><\/td>Calculus for Machine Learning and Data Science<\/strong>
DeepLearning.AI
Achieved rating: 98.81 %<\/td><\/tr>
\"\"<\/a><\/td>Linear Algebra for Machine Learning and Data Science<\/strong>
DeepLearning.AI
Achieved rating: 100 %<\/td><\/tr>
\"\"<\/a><\/td>Generative AI with Large Language Models<\/strong>
DeepLearning.AI
Achieved rating: 100 %<\/td><\/tr>
\"\"<\/a><\/td>Specialization<\/strong><\/strong>: Machine Learning Engineering for Production (MLOps)<\/strong>
DeepLearning.AI<\/td><\/tr>
\"\"<\/a><\/td>Deploying Machine Learning Models in Production<\/strong>
DeepLearning.AI
Achieved rating: 99.75 %<\/td><\/tr>
\"\"<\/a><\/td>Machine Learning Modeling Pipelines in Production<\/strong>
DeepLearning.AI
Achieved rating: 100 %<\/td><\/tr>
\"\"<\/a><\/td>Machine Learning Data Lifecycle in Production<\/strong>
DeepLearning.AI
Achieved rating: 100 %<\/td><\/tr>
\"\"<\/a><\/td>Introduction to Machine Learning in Production<\/strong>
DeepLearning.AI
Achieved rating: 100 %<\/td><\/tr>
\"\"<\/a>

\"\"<\/a><\/td>		Spezialisierung<\/strong>: Deep Learning<\/strong>
DeepLearning.AI<\/td><\/tr>
\"\"<\/a><\/td>Sequence Models<\/strong>
DeepLearning.AI
Achieved rating: 98 %<\/td><\/tr>
\"\"<\/a><\/td>Convolutional Neural Networks<\/strong>
DeepLearning.AI
Achieved rating: 98.50 %<\/td><\/tr>
\"\"<\/a><\/td>Structuring Machine Learning Projects<\/strong>
DeepLearning.AI
Achieved rating: 83.33 %<\/td><\/tr>
\"\"<\/a><\/td>Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization<\/strong>
DeepLearning.AI
Achieved rating: 97.33%<\/td><\/tr>
\"\"<\/a><\/td>Neural Networks and Deep Learning<\/strong>
DeepLearning.AI
Achieved rating: 94.60 %<\/td><\/tr>
<\/td><\/td><\/tr>
\"\"<\/a><\/td>Self-Driving Car Engineer<\/strong>
Computer vision and deep learning, recognition of lane lines. Prediction of steering angles and more. Sensor fusion. Programming a self-driving car with ROS (Robot Operating System) in a team.
https:\/\/github.com\/tobiassteidle\/CarND-Capstone<\/a>
https:\/\/github.com\/tobiassteidle\/CarND-Vehicle-Detection<\/a>
https:\/\/github.com\/tobiassteidle\/CarND-Behavioral-Cloning<\/a>
https:\/\/github.com\/tobiassteidle\/CarND-Advanced-Lane-Lines<\/a>
https:\/\/github.com\/tobiassteidle\/Traffic-light-classifier<\/a>
https:\/\/github.com\/tobiassteidle\/CarND-Semantic-Segmentation<\/a>
https:\/\/github.com\/tobiassteidle\/CarND-Path-Planning-Project<\/a>
https:\/\/github.com\/tobiassteidle\/CarND-MPC-Project<\/a>
https:\/\/github.com\/tobiassteidle\/CarND-PID-Control-Project<\/a>
https:\/\/github.com\/tobiassteidle\/CarND-Kidnapped-Vehicle-Project<\/a>
https:\/\/github.com\/tobiassteidle\/CarND-Unscented-Kalman-Filter-Project<\/a>
https:\/\/github.com\/tobiassteidle\/CarND-Extended-Kalman-Filter-Project<\/a> <\/td><\/tr>
<\/td>
<\/td><\/tr>
\"\"<\/a><\/td>Machine Learning Engineer<\/strong>
Supervised und Unsupervised Learning. Neuronale Netze – Convolutional neural Networks, Recurrent neural Networks, Deep neural Networks. <\/em>
https:\/\/github.com\/tobiassteidle\/MLND_Capstone<\/a>
https:\/\/github.com\/tobiassteidle\/MLND_Quadcopter<\/a>
https:\/\/github.com\/tobiassteidle\/MLND_Dog-Breed-Classifier<\/a>
https:\/\/github.com\/tobiassteidle\/MLND_Customer_segments<\/a>
https:\/\/github.com\/tobiassteidle\/MLND_CharityML<\/a>
https:\/\/github.com\/tobiassteidle\/MLND_Predict-Boston-House-Pricing<\/a><\/td><\/tr>
<\/td>
<\/td><\/tr>
\"\"<\/a><\/td>Deep Reinforcement Learning<\/strong>
Deep Q-Networks (DQN) to Deep Deterministic Policy Gradients (DDPG). Training agents for complex tasks such as walking, driving, etc.
https:\/\/github.com\/tobiassteidle\/DRLND_P3_Collaboration-and-Competition<\/a>
https:\/\/github.com\/tobiassteidle\/DRLND_P2_Continuous-Control<\/a>
https:\/\/github.com\/tobiassteidle\/DRLND_P1_Navigation<\/a><\/td><\/tr>
<\/td>
<\/td><\/tr>
\"\"<\/a><\/td>Computer Vision<\/strong>
From basic image processing to building and adapting convolutional neural networks. Image processing tasks such as image captioning and object tracking.
<\/em>https:\/\/github.com\/tobiassteidle\/CVND_P3_Implement_SLAM<\/a>
https:\/\/github.com\/tobiassteidle\/CVND_P2_Image_Captioning<\/a>
https:\/\/github.com\/tobiassteidle\/CVND_P1_Facial_Keypoints<\/a><\/td><\/tr>
<\/td>
<\/td><\/tr>
\"\"<\/a><\/td>Natural Language Processing<\/strong>
Natural language processing techniques to process speech and analyze text. Probabilistic and deep learning models, such as hidden Markov models and recurrent neural networks, to teach the computer to perform tasks such as speech recognition, machine translation, etc.<\/em>
https:\/\/github.com\/tobiassteidle\/NLPND_P3_DNN-Speech-Recognizer<\/a>
https:\/\/github.com\/tobiassteidle\/NLPND_P2_Machine-Translation<\/a>
https:\/\/github.com\/tobiassteidle\/NLPND_P1_HMM-Tagger<\/a><\/td><\/tr>
<\/td>
<\/td><\/tr>
\"\"<\/a><\/td>Robotic Software Engineer<\/strong>
Development of software to control robots on the basis of ROS (Robot Operating System). Localization and mapping techniques (SLAM). Navigation and path planning.<\/em>
https:\/\/github.com\/tobiassteidle\/RoboND_P1_Build-My-World<\/a>
https:\/\/github.com\/tobiassteidle\/RoboND_P2_Go-Chase-It<\/a>
https:\/\/github.com\/tobiassteidle\/RoboND_P3_Where-Am-I<\/a>
https:\/\/github.com\/tobiassteidle\/RoboND_P4_Map-My-World<\/a>
https:\/\/github.com\/tobiassteidle\/RoboND_P5_Home-Service-Robot<\/a>
https:\/\/github.com\/tobiassteidle\/RoboND-SLAM<\/a><\/td><\/tr>
<\/td>
<\/td><\/tr>
\"\"<\/a><\/td>Blockchain Developer<\/strong>
Basics of the blockchain platform. Create your own private blockchain and secure a digital asset with the blockchain identity. Develop smart contracts based on the Ethereum platform with Solidity. Development of decentralized applications DApp.<\/em>
https:\/\/github.com\/tobiassteidle\/BDND_Capstone<\/a>
https:\/\/github.com\/tobiassteidle\/BDND_Flightsurety<\/a>
https:\/\/github.com\/tobiassteidle\/BDND_Blockchain-Supply-Chain<\/a>
https:\/\/github.com\/tobiassteidle\/BDND_P5_Decentralized-Star-Notary-Service<\/a>
https:\/\/github.com\/tobiassteidle\/BDND_P4_Private-Blockchain-Notary-Service<\/a>
https:\/\/github.com\/tobiassteidle\/BDND_P3_RESTful-Web-API<\/a>
https:\/\/github.com\/tobiassteidle\/BDND_P2_Private-Blockchain<\/a>
https:\/\/github.com\/tobiassteidle\/BDND_Exercises<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n\n\n

<\/h2>\n","protected":false},"excerpt":{"rendered":"

Agentic AIPrompting for Effective LLM Reasoning and Planning, Agentic Workflows, Building Agents, Multi-Agent Systemshttps:\/\/github.com\/tobiassteidle\/AgenticAI_ND_P4_Beaver-s-Choice-Paper-Companyhttps:\/\/github.com\/tobiassteidle\/AgenticAI_ND_P3_AI-Research-Assistant-for-Video-Game-Industryhttps:\/\/github.com\/tobiassteidle\/AgenticAI_ND_P2_Agentic-Workflow-for-Project-Managementhttps:\/\/github.com\/tobiassteidle\/AgenticAI_ND_P1_AgentsVille-Trip-Planer Specialization: Mathematics for Machine Learning and Data ScienceDeepLearning.AI Probability & Statistics for Machine Learning & Data ScienceDeepLearning.AIAchieved rating: 99.33 % Calculus for Machine Learning and Data ScienceDeepLearning.AIAchieved rating: 98.81 % Linear Algebra for Machine Learning and Data ScienceDeepLearning.AIAchieved rating: 100 % […]<\/p>\n

Weiterlesen\u00a0\u2026 from Certificates<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-699","page","type-page","status-publish","hentry"],"yoast_head":"\nCertificates - Tobias Steidle Software Development<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/softwaredev.de\/index.php\/en\/certificates\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Certificates - Tobias Steidle Software Development\" \/>\n<meta property=\"og:description\" content=\"Agentic AIPrompting for Effective LLM Reasoning and Planning, Agentic Workflows, Building Agents, Multi-Agent Systemshttps:\/\/github.com\/tobiassteidle\/AgenticAI_ND_P4_Beaver-s-Choice-Paper-Companyhttps:\/\/github.com\/tobiassteidle\/AgenticAI_ND_P3_AI-Research-Assistant-for-Video-Game-Industryhttps:\/\/github.com\/tobiassteidle\/AgenticAI_ND_P2_Agentic-Workflow-for-Project-Managementhttps:\/\/github.com\/tobiassteidle\/AgenticAI_ND_P1_AgentsVille-Trip-Planer Specialization: Mathematics for Machine Learning and Data ScienceDeepLearning.AI Probability & Statistics for Machine Learning & Data ScienceDeepLearning.AIAchieved rating: 99.33 % Calculus for Machine Learning and Data ScienceDeepLearning.AIAchieved rating: 98.81 % Linear Algebra for Machine Learning and Data ScienceDeepLearning.AIAchieved rating: 100 % [...]Weiterlesen\u00a0\u2026 from Certificates\" \/>\n<meta property=\"og:url\" content=\"https:\/\/softwaredev.de\/index.php\/en\/certificates\/\" \/>\n<meta property=\"og:site_name\" content=\"Tobias Steidle Software Development\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-01T04:29:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/softwaredev.de\/wp-content\/uploads\/2025\/08\/Agentic-AI-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1608\" \/>\n\t<meta property=\"og:image:height\" content=\"1134\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data1\" content=\"8\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/softwaredev.de\/index.php\/en\/certificates\/\",\"url\":\"https:\/\/softwaredev.de\/index.php\/en\/certificates\/\",\"name\":\"Certificates - 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