Updated September 2026, 2 weeks ago
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MLOps for Beginners | What is MLOps? | MLOps Explained | Edureka
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![MLOps Full Course [2026] - 12 hour | MLOps for Beginners | What is MLOps? | Edureka Live](https://i.ytimg.com/vi/t6naiMeKuQs/mqdefault.jpg "MLOps Full Course [2026] - 12 hour | MLOps for Beginners | What is MLOps? | Edureka Live
๐ฅPGP in Generative AI and ML in collaboration with Illinois Tech: https://www.edureka.co/executive-programs/pgp-generative-ai-machine-learning-certification-training
๐ฅGenerative AI Course: Masters Program: https://www.edureka.co/masters-program/generative-ai-prompt-engineering-training: https://www.edureka.co/executive-programs/pgp-generative-ai-machine-learning-certification-training
๐ฅ MLOps Certification Course: https://www.edureka.co/mlops-certification-training-course
๐ฅIntegrated MS+PGP Program in Data Science & AI:https://www.edureka.co/dual-certification-programs/ms-data-science-pgp-gen-ai-ml-birchwood
In this comprehensive course on *What is MLOps*, participants will gain a strong foundational understanding of the principles and practices that bridge the gap between machine learning development and real-world operations. The course begins with an in-depth overview of MLOps, emphasizing its critical role in streamlining collaboration between data science and IT operations to enable the seamless deployment of machine learning models at scale. From there, learners will explore the **Key Components of MLOps**, uncovering the essential building blocks such as version control, CI/CD pipelines, model tracking, and reproducibility. The curriculum then delves into the **MLOps Lifecycle**, walking through each stageโfrom data preparation and model training to deployment, monitoring, and continuous improvementโillustrating how to manage ML models effectively in production environments. To empower practical implementation, the course introduces popular **Tools & Frameworks** like MLflow, Kubeflow, TFX, and others that are transforming the automation and scalability of ML workflows. Finally, the course addresses the **Challenges and Real-World Hurdles** in adopting MLOps, offering actionable strategies to overcome issues such as data drift, model degradation, and infrastructure bottlenecks.
00:00:00 Introduction
00:01:44 What is MLOps?
00:13:45 What is Machine learning?
00:30:20 Types of Machine Learning Models
00:37:33 Top Machine Learning Tools & Frameworks
00:47:29 Introduction to TensorFlow
01:11:05 Python Flask Explained
01:44:20 What is Git?
02:38:40 GitHub Basics
03:08:13 What is Jenkins?
04:09:42 What is Docker?
04:49:10 Introduction to Kubernetes
04:59:45 Prometheus Explained
06:06:43 AWS Services
06:39:00 Azure Boards
06:53:39 Azure DevOps Pipeline
07:06:14 Azure DevOps Test Plans
07:31:46 Azure DevOps Artifacts
07:55:40 Azure Machine Learning
08:21:59 AWS Machine Learning
09:02:28 Google Cloud AI Platform Explained
09:18:20 Deploy Machine Learning Model using Amazon SageMaker
09:47:17 Machine Learning Interview Question & Answers
๐ด ๐๐๐๐ซ๐ง ๐๐ซ๐๐ง๐๐ข๐ง๐ ๐๐๐๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐๐ฌ ๐
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๐Feel free to share your comments below.๐
๐ด ๐๐๐ฎ๐ซ๐๐ค๐ ๐๐ง๐ฅ๐ข๐ง๐ ๐๐ซ๐๐ข๐ง๐ข๐ง๐ ๐๐ง๐ ๐๐๐ซ๐ญ๐ข๐๐ข๐๐๐ญ๐ข๐จ๐ง๐ฌ
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๐ต Azure Cloud Engineer Masters Program: http://bit.ly/3AEBHzH
Please write back to us at sales@edureka.co or call us at IND: 9606058406 / US: +18885487823 (toll-free) for more information.")
![Deep Learning Full Course - Learn Deep Learning - 10 Hours [2026] | Deep Learning Tutorial | Edureka](https://i.ytimg.com/vi/u3V-a8Gf_4E/mqdefault.jpg "Deep Learning Full Course - Learn Deep Learning - 10 Hours [2026] | Deep Learning Tutorial | Edureka
๐ฅ๐ฅPost Graduate Program in Generative AI and ML: https://www.edureka.co/executive-programs/pgp-generative-ai-machine-learning-certification-training
๐ฅIntegrated MS+PGP Program in Data Science & AI:https://www.edureka.co/dual-certification-programs/ms-data-science-pgp-gen-ai-ml-birchwood
This Deep Learning Full Course by Edureka is your complete guide to mastering the latest in deep learning and artificial intelligence. Designed for beginners and professionals alike, this tutorial covers everything from the fundamentals of neural networks to advanced applications using TensorFlow 2.0 and Keras. Youโll explore cutting-edge techniques like transformer architectures, attention mechanisms, self-supervised learning, and foundation models that power todayโs most advanced AI systems, including ChatGPT and DALLยทE. With practical, hands-on coding exercises, youll learn to build and optimize deep learning models used in computer vision, natural language processing (NLP), and generative AI. Stay ahead of the curve with insights into LLMs (Large Language Models), diffusion models, and real-world deployment using TensorFlow Serving and ONNX. Whether youre starting your AI journey or looking to advance your skills, this course is your gateway to the fast-evolving world of deep learning.
00:00:00 INTRODUCTION
00:01:41 What is Deep Learning?
00:23:43 AI vs Machine Learning vs Deep Learning
00:37:27 Types of Machine Learning Models
00:44:33 Mathematics for Machine Learning
02:27:24 Deep Learning With Python
03:01:23 Artificial Neural Network
03:33:44 Keras
03:58:52 Introduction to TensorFlow
04:22:29 Convolutional Neural Network
04:43:01 Recurrent Neural Networks
05:11:56 LSTM Explained
06:05:53 Transformers Neural Networks Explained
06:15:56 Autoencoders Tutorial
06:38:02 What are GANs?
06:50:22 YOLO Object Detection Using OpenCV And Python
07:36:07 Realtime Object Detection
08:19:20 NLP & Text Mining Using NLTK
08:58:01 MLOps for Beginners
09:10:05 Deep Learning Interview Questions
๐ด ๐๐๐๐ซ๐ง ๐๐ซ๐๐ง๐๐ข๐ง๐ ๐๐๐๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐๐ฌ ๐
๐จ๐ซ ๐
๐ซ๐๐! ๐๐ฎ๐๐ฌ๐๐ซ๐ข๐๐ ๐ญ๐จ ๐๐๐ฎ๐ซ๐๐ค๐ ๐๐จ๐ฎ๐๐ฎ๐๐ ๐๐ก๐๐ง๐ง๐๐ฅ: https://edrk.in/DKQQ4Py
๐Feel free to share your comments below.๐
๐ด ๐๐๐ฎ๐ซ๐๐ค๐ ๐๐ง๐ฅ๐ข๐ง๐ ๐๐ซ๐๐ข๐ง๐ข๐ง๐ ๐๐ง๐ ๐๐๐ซ๐ญ๐ข๐๐ข๐๐๐ญ๐ข๐จ๐ง๐ฌ
๐ต DevOps Online Training: http://bit.ly/3VkBRUT
๐ AWS Online Training: http://bit.ly/3ADYwDY
๐ต React Online Training: http://bit.ly/3Vc4yDw
๐ Tableau Online Training: http://bit.ly/3guTe6J
๐ต Power BI Online Training: http://bit.ly/3VntjMY
๐ Selenium Online Training: http://bit.ly/3EVDtis
๐ต PMP Online Training: http://bit.ly/3XugO44
๐ Salesforce Online Training: http://bit.ly/3OsAXDH
๐ต Cybersecurity Online Training: http://bit.ly/3tXgw8t
๐ Java Online Training: http://bit.ly/3tRxghg
๐ต Big Data Online Training: http://bit.ly/3EvUqP5
๐ RPA Online Training: http://bit.ly/3GFHKYB
๐ต Python Online Training: http://bit.ly/3Oubt8M
๐ Azure Online Training: http://bit.ly/3i4P85F
๐ต GCP Online Training: http://bit.ly/3VkCzS3
๐ Microservices Online Training: http://bit.ly/3gxYqqv
๐ต Data Science Online Training: http://bit.ly/3V3nLrc
๐ CEHv12 Online Training: http://bit.ly/3Vhq8Hj
๐ต Angular Online Training: http://bit.ly/3EYcCTe
๐ด ๐๐๐ฎ๐ซ๐๐ค๐ ๐๐จ๐ฅ๐-๐๐๐ฌ๐๐ ๐๐จ๐ฎ๐ซ๐ฌ๐๐ฌ
๐ต DevOps Engineer Masters Program: http://bit.ly/3Oud9PC
๐ Cloud Architect Masters Program: http://bit.ly/3OvueZy
๐ต Data Scientist Masters Program: http://bit.ly/3tUAOiT
๐ Big Data Architect Masters Program: http://bit.ly/3tTWT0V
๐ต Machine Learning Engineer Masters Program: http://bit.ly/3AEq4c4
๐ Business Intelligence Masters Program: http://bit.ly/3UZPqJz
๐ต Python Developer Masters Program: http://bit.ly/3EV6kDv
๐ RPA Developer Masters Program: http://bit.ly/3OteYfP
๐ต Web Development Masters Program: http://bit.ly/3U9R5va
๐ Computer Science Bootcamp Program : http://bit.ly/3UZxPBy
๐ต Cyber Security Masters Program: http://bit.ly/3U25rNR
๐ Full Stack Developer Masters Program : http://bit.ly/3tWCE2S
๐ต Automation Testing Engineer Masters Program : http://bit.ly/3AGXg2J
๐ Python Developer Masters Program : https://bit.ly/3EV6kDv
๐ต Azure Cloud Engineer Masters Program: http://bit.ly/3AEBHzH
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Please write back to us at sales@edureka.co or call us at IND: 9606058406 / US: +18885487823 (toll-free) for more information.")
