Machine Learning Specialization: https://bit.ly/3UzcejB

I recently completed the machine learning specialization by Andrew Ng that replaces the original legendary machine learning course now with updated coding assignments in Python and improved lecture quality. In this video I share my thoughts on the specialization, who it's designed for and what you'll learn if you decide to take it.

Timestamps:
0:00 - Introduction
0:41 - Why this specialization?
2:03 - Thoughts on the instructor Andrew Ng
2:50 - Overall rating
3:10 - Who is it for?
4:06 - Overview of the courses
7:40 - Course structure
10:35 - Thoughts on what can be improved
14:48 - More detailed content walkthrough
19:58 - Time to complete
20:30 - Cost
21:10 - Summary of the specialization

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🔥Edureka DevOps Training: https://www.edureka.co/devops-....certification-traini
This Edureka "Docker Compose Tutorial" will take you through the fundamentals of Docker Compose and its role in multi-container applications. You will learn what Docker and Docker compose is, the benefits of Docker compose, microservices, and how to write a compose file, basic commands of docker-compose, and finally, a demo on docker-compose where you set up and run a Django-based application using Docker-Compose.
The following are the topics covered in the tutorial:
00:00 Agenda
01:25 What is Docker?
05:35 Why Docker-Compose
10:45 What is Docker-Compose?
15:10 Docker-Compose Installation
19:45 Docker-Compose Hands-on
37:15 Summary

Code Files: https://drive.google.com/drive..../folders/1QcGbSpt21W

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---------------------------------------------------
How it Works?
1. This is a 4 Week Instructor led Online Course.
2. Course consists of 24 hours of online classes, 25 hours of assignment, 20 hours of project
3. We have a 24x7 One-on-One LIVE Technical Support to help you with any problems you might face or any clarifications you may require during the course.
4. You will get Lifetime Access to the recordings in the LMS.
5. At the end of the training you will have to complete the project based on which we will provide you a Verifiable Certificate!

- - - - - - - - - - - - - -

About the Course
Edureka’s DevOps online training is designed to help you master key tools of Devops lifecycle like Docker, Puppet, Jenkins, Nagios, GIT, Ansible, SaltStack and Chef used by a DevOps Engineer for automating multiple steps in SDLC. During this course, our expert DevOps instructors will help you:

1. Understand the concepts and necessities of DevOps
2. Understand the need for DevOps and the day-to-day real-life problems it resolves
3. Learn installation and configuration of common infrastructure servers like Apache, and Nginx for the Enterprise
4. Learn popular DevOps tools like Jenkins, Puppet, Chef, Ansible, SaltStack, Nagios and GIT
5. Implement automated system update, installations and deployments
6. Learn Virtualization Concepts
7. Configuration deployment and packaging, continuous integration using GIT
8. Fine tune Performance and set-up basic Security for Infrastructure
9. Manage server operations using Code which is popularly known as Infrastructure as a Code
10. Understand the need for and concepts of Monitoring and Logging.

Along with the above mentioned topics, to help you master the most popular DevOps tools, you will also receive 3 additional self-paced courses including presentations, class recordings, assignments, solutions for the following tools:

1: Ansible - Covers Introduction, Setup & Configuration, Ansible Playbooks, 37 Ansible Modules, Different Roles and Command Line usage. 2: Chef - Covers Introduction, Building the Cook Book, Node Object & Search, Data-bags, Chef environment, Roles, Deploying Nodes in Production and using the Open Source Chef Server.

3: Puppet - Covers Puppet Infrastructure & run-cycle, the Puppet Language, Environment defining Nodes and Modules, Provisioning a Web Server and Executing Modules Against A Puppet Master.

- - - - - - - - - - - - - -

Who should go for this course?
DevOps practitioners are among the highest paid IT professionals today, and the market demand for them is growing rapidly. With emergence of new job roles around DevOps philosophy, anyone aspiring to get into these new roles, can take up this DevOps course. Some of these roles are:

1. DevOps Architect
2. Automation Engineer
3. Software Tester
4. Security Engineer
5. Integration Specialist
6. Release Manager

- - - - - - - - - - - - - -

Project Work
1. Host a dummy webpage using Apache Web Server.
2. Write shell script which reports:
a) Various system configurations related to the user and the OS.
b) Data related to load on the server.
c) Top 5 processes with maximum number of threads.
d) Sort the services by memory
3. Install Nagios on a VM node for monitoring the various parameter of the VM.

For more information, please write back to us at sales@edureka.in or call us at IND: 9606058406 / US: 18338555775 (toll-free).

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✅ About Data Analyst Master's Program

This Data Analytics course in collaboration with IBM makes you a Data Analytics expert. Our Data Analyst course helps you learn analytics tools and techniques, how to work with SQL databases, R and Python, how to create data visualizations, and apply statistics and predictive analytics in a business environment. This Data Analytics certification also features Masterclasses from IBM experts.

✅ What are the Data Analyst course learning objectives?

Simplilearn’s Data Analyst course delivered in collaboration with IBM will provide you with extensive expertise in the booming field of data analytics. This Data Analytics training will teach you how to master descriptive and inferential statistics, hypothesis testing, regression analysis, data blending, data extraction, and forecasting. Through this Data Analyst course, you will also gain expertise in data visualization techniques using Tableau and Power BI, and learn how to organize data and design dashboards.

This Data Analyst course is designed to help those currently employed in the non-technical workforce learn work-ready data analytics skills easily. Those with a basic understanding of mathematical concepts and with the intent to learn programming and other required skills will be able to complete the Data Analytics certification course and be on their way to becoming Data Analyst.

✅ Tools Covered

- Microsoft Excel
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- Matplot Library
- SciPy
- Python
- Power BI
- Tableau
- R Programming
- SQL

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This Post Graduate Program, designed in collaboration with the Caltech CTME, will prepare you for a career in Cloud, building your expertise in Microsoft Azure, AWS, and GCP. You will learn to master the architectural principles and develop skills to transform yourself into a Cloud Professional.

This Post Graduate Program in Cloud Computing will help you become an expert in designing, planning, and scaling cloud implementation. It will enable you to master the core skill sets required to design and deploy dynamically scalable and reliable applications on three of the top Cloud platform providers; Microsoft Azure, AWS, and Google Cloud Platform.

Key Features:
1. Caltech CTME Post Graduate Certification
2. Receive 30 CEUs from Caltech CTME
3. Online Convocation by Caltech CTME Program Director
4. Master Classes from Caltech CTME instructor
5. Caltech CTME Circle Membership
6. Physical Certificate from Caltech CTME (on request)
7. Get noticed by the top hiring companies
8. 300+ Hours of Blended Learning
9. 30+ Hands-On Projects and Integrated Labs
10. Capstone Project in 4 Domains

Get Certified in Cloud Architect Master's Program: https://www.simplilearn.com/pgp-cloud-computing-certification-training-course?utm_campaign=PGPCloudComputing&utm_medium=Description&utm_source=youtube

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✅ Course Objectives:

The Cloud Architect Certification program is designed to make you an expert in cloud applications and architecture. It will enable you to master the core skillsets required for designing and deploying dynamically scalable, highly available, fault-tolerant, and reliable applications on three of the top Cloud platform providers — Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform. The program will give you an in-depth understanding of cloud services such as AWS Cloud formation, Azure resource manager, EC2, S3, Route53, VPC, Azure App Services, GCP, and more. You’ll acquire the knowledge and skills for passing cloud architect certifications such as AWS Architect and Azure Architect.

This program consists of a structured learning path designed by leading industry experts. You will have access to 60+ live instructor-led online classrooms, 100+ hours of self-paced video content, simulation exams, a community moderated by experts, and other resources that ensure you follow the optimal path to your desired role of Cloud Architect. The course includes 16+ real-world industry projects that let you work your way through the technical challenges associated with cloud computing.

✅ Why Become A Cloud Architect?

With the increasing focus on cloud computing and infrastructure over the last several years, cloud architects are in great demand worldwide. Many organizations have moved to cloud platforms for better scalability, mobility, and security, and cloud solutions architects are among the highest-paid professionals in the IT industry.

According to a study by Goldman Sachs, cloud computing is one of the top three initiatives planned by IT executives as they make cloud infrastructure an integral part of their organizations. According to Forbes, enterprise IT architects with cloud computing expertise earn a median salary of $137,957.

✅ Tools Covered
- Amazon EC2
- App Services
- AWS Lambda
- Azure Container Service
- Virtual Machines
- Amazon DynamoDB
- SQL
- More ...

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Welcome to the ultimate social media marketing Full Course of 2023!

In this Social Media Marketing Full Course 2023 course, we will take you on a journey through the ever-evolving world of social media marketing. From the basics of social media marketing to advanced tactics, we cover everything you need to know to succeed in today's digital landscape. With over 7 hours of content, this course is perfect for beginners and experienced marketers alike. We start by covering the foundational concepts of social media marketing, including how to create a social media strategy, choose the right platforms, and create engaging content that resonates with your audience. But we don't stop there. We also dive deep into more advanced topics like paid social media advertising, influencer marketing, and social media analytics.

Throughout the course, we use real-world examples and case studies to illustrate key concepts and show you how to apply them to your own business. So whether you're just starting out in social media marketing or you're a seasoned pro looking to stay ahead of the curve, this course is for you. Join us as we explore the exciting world of social media marketing in 2023 and beyond!

Social Media Marketing Full Course 2023 Content:
00:00:00 Social Media Marketing Full Course 2023 Intro
00:03:21 Social media marketing in 5 Minutes
00:07:27 What is Social media marketing
01:17:02 Digital marketing through Facebook
01:54:07 Facebook Ads Tutorial
02:48:34 How to Increase Followers on Instagram
02:56:35 Instagram Ads Tutorial
03:37:40 Instagram Marketing Strategies and Tips
03:48:10 Facebook vs Instagram
04:04:13 How to Create a Youtube Channel
05:31:53 Youtube SEO
06:12:35 Youtube Ads
06:59:13 Social media marketing Tips & Tricks

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✅ About Post Graduate Program In Digital Marketing
This digital marketing course in India is meant for professionals looking to pursue a Digital Marketing career, know the fundamentals, and gain hands-on experience, and experienced marketers keen on learning the latest Digital Marketing skills. The Harvard Business case studies and projects on Google and Facebook add real-world experience.

✅ Key Features
- Certificate from Simplilearn in collaboration with Purdue University
- Masterclasses delivered by Purdue faculty
- Meta Certified Digital Marketing Associate Exam Voucher worth USD $99
- Master sessions and Ask Me Anything sessions by Meta Blueprint Trainer
- Harvard Business Publishing case studies of Yahoo, Accor, Tripadvisor, etc.
- Industry projects from 5 domains and 14+ course-end projects
- 6-credit transfer for the Purdue Online MS in Communication program
- Course aligned to Facebook, Google Ads & Analytics
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Become eligible to be part of the Purdue University Alumni Association
- Course aligned with Hootsuite and SE Ranking certification

✅ Skills Covered
- Search Engine Optimization
- Content Marketing
- Web Analytics
- Keyword Management and Research
- Website Management and Optimization
- URL Management
- Search Psychology
- Keyword Organization and Match Types
- Keyword Research
- Advanced Ad Features
- PPC strategy
- Social Media Strategy
- Online Reputation Management

✅ Enroll Now: https://www.simplilearn.com/pgp-digital-marketing-certification-program?utm_campaign=27April2023SocialMediaMarketingFullCourse2023&utm_medium=Description&utm_source=youtube
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Improve your cybersecurity and Linux skills by solving challenges in the Bandit Wargame from OverTheWire. This video is a walk through of how to solve the challenges—but make sure to try each on your own before watching the solution!

🔗 Start the game here: https://overthewire.org/wargames/bandit/

✏️ Tutorial from Sabyasachi Paul. Check out his channel: https://www.youtube.com/channe....l/UCF6DLMsBz6AdX4Wk1
🔗 Sabyasachi's Linktree: https://linktr.ee/h0tPlug1n

⭐️ Contents ⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:02:11) Level 0
⌨️ (0:04:06) Level 0 - Level 1
⌨️ (0:05:11) Level 1 - Level 2
⌨️ (0:06:18) Level 2 - Level 3
⌨️ (0:07:56) Level 3 - Level 4
⌨️ (0:09:11) Level 4 - Level 5
⌨️ (0:11:57) Level 5 - Level 6
⌨️ (0:14:51) Level 6 - Level 7
⌨️ (0:17:06) Level 7 - Level 8
⌨️ (0:18:37) Level 8 - Level 9
⌨️ (0:21:08) Level 9 - Level 10
⌨️ (0:22:45) Level 10 - Level 11
⌨️ (0:24:10) Level 11 - Level 12
⌨️ (0:27:11) Level 12 - Level 13
⌨️ (0:35:22) Level 13 - Level 14
⌨️ (0:37:01) Level 14 - Level 15
⌨️ (0:38:45) Level 15 - Level 16
⌨️ (0:41:35) Level 16 - Level 17
⌨️ (0:50:46) Level 17 - Level 18
⌨️ (0:53:07) Level 18 - Level 19
⌨️ (0:55:28) Level 19 - Level 20
⌨️ (0:58:23) Level 20 - Level 21
⌨️ (1:02:33) Level 21 - Level 22
⌨️ (1:07:47) Level 22 - Level 23
⌨️ (1:11:54) Level 23 - Level 24
⌨️ (1:26:39) Level 24 - Level 25
⌨️ (1:32:53) Level 25 - Level 26
⌨️ (1:43:25) Level 26 - Level 27
⌨️ (1:47:18) Level 27 - Level 28
⌨️ (1:52:10) Level 28 - Level 29
⌨️ (1:56:36) Level 29 - Level 30
⌨️ (2:00:17) Level 30 - Level 31
⌨️ (2:05:31) Level 31 - Level 32
⌨️ (2:10:34) Level 32 - Level 33
⌨️ (2:14:45) Level 33 - Level 34

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In this video on large language models, we’ll take a look at Large Language Models (LLMs) and understand what they are all about. First, we’ll explain what LLMs are and why they’re becoming so important in the world of technology. You’ll learn what these models do and how they’re used in areas like healthcare, finance, and customer service. We’ll also talk about how large language models are trained. These models use huge amounts of data to learn and create human-like text. We’ll break down how they work, from understanding language to predicting what comes next in a sentence.
Lastly, we’ll explore where LLMs are used today, such as in chatbots, content creation, and translations. These models are helping businesses work smarter and faster.

00:00 Introduction to LLMs
02:17 What are large language models?
03:22 How LLMs are trained?
05:05 How LLMsWork?
05:48 Applications Of LLMs

What is a large language model?
A large language model (LLM) is a type of artificial intelligence (AI) program that can recognize and generate text, among other tasks. LLMs are trained on huge sets of data — hence the name "large." LLMs are built on machine learning: specifically, a type of neural network called a transformer model.

Is ChatGPT a large language model?
The reason is that Large Language Models like ChatGPT are actually trained in phases. Phases of LLM training: (1) Pre-Training, (2) Instruction Fine-Tuning, (3) Reinforcement from Human Feedback (RLHF).

What are LLM examples?
For example, LLMs could be used to create personalized education or healthcare plans, leading to better patient and student outcomes. LLMs can be used to help businesses and governments make better decisions by analyzing large amounts of data and generating insights.

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➡️ About Post Graduate Program In AI And Machine Learning

This AI ML course is designed to enhance your career in AI and ML by demystifying concepts like machine learning, deep learning, NLP, computer vision, reinforcement learning, and more. You'll also have access to 4 live sessions, led by industry experts, covering the latest advancements in AI such as generative modeling, ChatGPT, OpenAI, and chatbots.

✅ Key Features

- Post Graduate Program certificate and Alumni Association membership
- Exclusive hackathons and Ask me Anything sessions by IBM
- 3 Capstones and 25+ Projects with industry data sets from Twitter, Uber, Mercedes Benz, and many more
- Master Classes delivered by Purdue faculty and IBM experts
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Gain access to 4 live online sessions on latest AI trends such as ChatGPT, generative AI, explainable AI, and more
- Learn about the applications of ChatGPT, OpenAI, Dall-E, Midjourney & other prominent tools

✅ Skills Covered

- ChatGPT
- Generative AI
- Explainable AI
- Generative Modeling
- Statistics
- Python
- Supervised Learning
- Unsupervised Learning
- NLP
- Neural Networks
- Computer Vision
- And Many More…

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This Web Development Full Course by Simplilearn helps you master web development basics. The Web Development Full Course provides a complete guide to mastering web development, from foundational concepts to advanced techniques. It begins with an exploration of web development and its future scope, followed by a comprehensive roadmap for 2025, guiding learners through the essential skills and tools needed in the field. The course delves into frameworks like Django, including a detailed tutorial, alongside database management topics such as SQL and MongoDB, making it suitable for backend and full-stack development. Additionally, it emphasizes hands-on learning with the top 10 web development projects to build a strong portfolio. Modern advancements are also covered with insights into the best AI coding tools, preparing learners for the future of web development.

The following are topics covered in the Web development Full Course by Simplilearn.

00:00:00 - Introduction to Web Development Full Course 2025
00:13:04 - What is web development and Web Developmenr future scope
00:07:53 - How To Become A Full Stack Web Developer In 2023
00:19:10 - Front End vs Back End Explained
00:26:47 - How to become frontend developer
00:34:49 - HTML
01:34:48 - What is CSS?
01:40:15 - CSS Color
01:45:19 - CSS Background Image
01:50:02 - CSS Selectors
01:53:32 - CSS BOX model
01:58:13 - CSS Flexbox
02:05:04 - CSS Grid layout
02:20:02 - CSS Forms
02:33:36 - What is JavaScript
02:46:32 - What is Dom
03:03:02 - JavaScript
04:05:15- How To Become A Backend Developer
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Gain skill with full stack developer course to design, build, and scale frontend and backend systems. Gain exposure over 10+ tools/frameworks, 6+ real-world projects via an immersive learning approach led by live virtual classes, access to integrated labs and JobAssist services.

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✅ Induction for Full Stack Web Developer - MERN Stack
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✅ Design a Dynamic Frontend with React
✅ Data Structures and Algorithms
✅ Develop a Reliable Backend with Node and Express
✅ Full Stack Development Capstone Project
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✅ IBM: Software Engineering Fundamentals
✅ IBM: Fundamentals of Cloud Native, DevOps, NoSQL, and Agile


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✅ Agile Development
✅ Project Management
✅ RESTful API Design
✅ Open AI APIs

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MIT 8.04 Quantum Physics I, Spring 2013
View the complete course: http://ocw.mit.edu/8-04S13
Instructor: Allan Adams

In this lecture, Prof. Adams begins with a round of multiple choice questions. He then moves on to introduce the concept of expectation values and motivate the fact that momentum is given by a differential operator with Noether's theorem.

License: Creative Commons BY-NC-SA
More information at http://ocw.mit.edu/terms
More courses at http://ocw.mit.edu

For more information about Stanford's Artificial Intelligence programs visit: https://stanford.io/ai

August 7, 2025

Guest Lecture:
Gabor Angeli
AI Research Engineer, Resolve AI

Bharat Khandelwal
AI Research Engineer, Resolve AI

Spiros Xanthos
Founder & CEO, Resolve AI

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MIT Introduction to Deep Learning 6.S191: Lecture 1
*New 2025 Edition*
Foundations of Deep Learning
Lecturer: Alexander Amini

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