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Education 262 summaries
May 11 - May 17, 2026
12 videos
Top 5 Machine Learning Certifications In 2026 | Best Machine Learning Courses In 2026 | Simplilearn thumbnail

Top 5 Machine Learning Certifications In 2026 | Best Machine Learning Courses In 2026 | Simplilearn

The video highlights how AI and machine learning are transforming jobs and markets, and reviews five top certificate programs that help you become an AI professional with hands-on projects and recognized credentials.

00:00:50 read 00:05:35 video 7 chapters
AI With Python Full Course 2026 [FREE] | Learn Artificial Intelligence With Python | Simplilearn thumbnail

AI With Python Full Course 2026 [FREE] | Learn Artificial Intelligence With Python | Simplilearn

This video serves as an introductory AI-focused Python refresher, outlining how Python underpins AI, data science, and machine learning, and guiding learners through setup options (VS Code, Jupyter, Anaconda, Colab). It covers Python fundamentals (variables, data types, control flow, functions, and objects), discusses interpreted vs compiled languages, emphasizes good practices (naming, indentation, comments, modularity), and explains how notebooks and IDEs fit into learning with hands-on demos using Collab, VS Code, and Jupyter. The session also previews AI-specific topics like data handling, simple models, and the evolving role of AI tools in coding.

00:02:21 read 06:23:29 video 17 chapters
AI With Python Full Course 2026 [FREE] | Learn Artificial Intelligence With Python | Simplilearn thumbnail

AI With Python Full Course 2026 [FREE] | Learn Artificial Intelligence With Python | Simplilearn

This video introduces a Python for AI refresher course, explaining why Python is central to AI and outlining how the course will progress from setting up the tools (VS Code, Jupyter, Anaconda, Google Colab) to learning Python basics (variables, data types, operators, input/output) and fundamental programming concepts (loops, conditions, functions, objects) within an AI context. It also covers the differences between interpreted and compiled languages, the importance of readability and indentation, and how notebooks and various development environments will be used for hands-on projects and real-world AI tasks.

00:02:08 read 06:23:17 video 17 chapters
Generative Artificial Intelligence Full Course 2026 | Gen AI Tutorial For Beginners | Simplilearn thumbnail

Generative Artificial Intelligence Full Course 2026 | Gen AI Tutorial For Beginners | Simplilearn

Generative AI is reshaping how we work, learn, and create, moving beyond pure content generation to agentic AI that can plan, reason, and act with memory and tools. The video outlines a practical 10-skill roadmap (Python, ML/DL, NLP, computer vision, transformers, prompt engineering, MLOps, responsible AI, and agility) and introduces LangChain’s ecosystem (Langchain, Langgraph, Langsmith, Langflow) to build production-ready AI apps with memory, tool usage, and governance. It also emphasizes prompt design, data-to-insight workflows, and the ethical, regulatory, and future directions of AI agents.

00:04:41 read 22:38:08 video 28 chapters
DevOps Certification Roadmap For Beginners 2026 | How To Become A DevOps Engineer | Simplilearn thumbnail

DevOps Certification Roadmap For Beginners 2026 | How To Become A DevOps Engineer | Simplilearn

The video explains that DevOps certifications aren’t a one-size-fits-all shortcut; instead, they should follow a solid hands-on foundation. It lays out a beginner-friendly road map—from Linux, Git, networking, and basic cloud concepts to CI/CD, Docker, Kubernetes, Terraform, and monitoring—emphasizing practice with real projects, choosing one cloud platform, and using certifications to prove skills rather than to replace learning.

00:01:22 read 00:18:19 video 11 chapters
Wireshark Tutorial For Beginners | How Wireshark Works | Packet Analysis Explained | Simplilearn thumbnail

Wireshark Tutorial For Beginners | How Wireshark Works | Packet Analysis Explained | Simplilearn

The video introduces the concept of network packets and why monitoring traffic matters, then walks beginners through installing Wireshark, a powerful network analysis tool. It covers how to capture live traffic, apply filters (TCP, HTTP, IP), view packet details, and customize the interface, ending with guidance on practical use cases and resources for further learning.

00:01:18 read 00:21:11 video 12 chapters
Deep Learning Full Course 2026 [FREE] | Complete Deep Learning Tutorial For Beginners | Simplilearn thumbnail

Deep Learning Full Course 2026 [FREE] | Complete Deep Learning Tutorial For Beginners | Simplilearn

The video provides a high-level tour of deep learning, detailing neural networks, the building blocks, and how training uses forward and backward propagation with loss functions, gradient descent, learning rate, and regularization to learn while avoiding issues like vanishing/exploding gradients and overfitting, all within the broader AI/ML landscape and its historical milestones. It also dives into practical frameworks and workflows, showing how TensorFlow and the Caris interface handle core NN operations, comparing sequential and functional model construction, contrasting TensorFlow with PyTorch, and including hands-on demos with fashion-MNIST and basic PyTorch training loops.

00:02:02 read 11:52:01 video 23 chapters
Zapier Tutorial For Beginners 2026 | Learn Zapier AI Automation | Zapier AI Workflows | Simplilearn thumbnail

Zapier Tutorial For Beginners 2026 | Learn Zapier AI Automation | Zapier AI Workflows | Simplilearn

The video introduces Zapier as a tool to automate repetitive tasks by connecting apps, creating triggers and actions, and using AI features to build automations quickly, including forms, email, and data flows. It also demonstrates hands-on how to create a simple automation, set up a Gmail reply, connect Google Sheets, and explore AI driven copilots and chatbots.

00:00:40 read 00:24:17 video 8 chapters
AI With Python Full Course 2026 [FREE] | Learn Artificial Intelligence With Python | Simplilearn thumbnail

AI With Python Full Course 2026 [FREE] | Learn Artificial Intelligence With Python | Simplilearn

This video introduces a Python for AI refresher course, walking learners through why Python is central to AI, how to set up tools (VS Code, Jupyter, Anaconda, Colab), and the basics of Python syntax and programming concepts. It covers interpreted vs compiled languages, code organization (functions and objects), indentation, naming conventions, and practical setup tips for notebooks and development environments to get started with AI, machine learning, and data science.

00:01:35 read 03:20:30 video 12 chapters
AI With Python Full Course 2026 [FREE] | Learn Artificial Intelligence With Python | Simplilearn thumbnail

AI With Python Full Course 2026 [FREE] | Learn Artificial Intelligence With Python | Simplilearn

The video serves as an AI refresher introducing Python as the primary language for AI/ML, explaining why it’s easy to learn and has a rich ecosystem, and outlining the setup for tools (VS Code, Jupyter, Anaconda, Colab). It covers Python basics (variables, data types, indentation, comments, and functions), discusses interpreted vs compiled languages, object-orientation, and how to structure code for readability and reusability, and previews upcoming topics like if/else, loops, and working with AI tools and environments.

00:01:35 read 03:20:38 video 12 chapters
Machine Learning With Python Full Course 2026 [FREE] | Python Machine Learning Course | Simplilearn thumbnail

Machine Learning With Python Full Course 2026 [FREE] | Python Machine Learning Course | Simplilearn

The video introduces machine learning basics, clarifies differences from AI and deep learning, and outlines learning types with a focus on supervised learning and regression, emphasizing data quality and evaluation. It guides a practical Python/scikit-learn workflow—from data preparation and feature engineering to pipelines, training, evaluation, cross-validation, and hyperparameter tuning—to build robust models. Through hands-on classification and regression examples (bike rental and Wisconsin breast cancer datasets), it demonstrates data exploration, preprocessing, model comparison, and interpreting evaluation metrics beyond simple accuracy.

00:02:10 read 11:18:44 video 25 chapters
The Rise Of SLMs In 2026 | Future Of SLMs In AI Deployment  | SLMs vs LLMs Explained | Simplilearn thumbnail

The Rise Of SLMs In 2026 | Future Of SLMs In AI Deployment | SLMs vs LLMs Explained | Simplilearn

The webinar explains small language models (SLMs), how they differ from larger models, when to use them (including hybrid setups), and how enterprises can adopt them without sacrificing efficiency or data privacy. It also promotes a Michigan–IBM joint professional certificate to build practical AI skills for real-world applications.

00:00:45 read 01:16:22 video 9 chapters

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