🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐃𝐢𝐠𝐢𝐭𝐚𝐥 𝐌𝐚𝐫𝐤𝐞𝐭𝐢𝐧𝐠 𝐂𝐨𝐮𝐫𝐬𝐞 : https://www.edureka.co/digital-marketing (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This Edureka video on "Top 10 Reasons to Learn Digital Marketing in 2023" will help you understand why you should take up Digital Marketing (Blog: https://www.edureka.co/blog/ca....tegory/digital-marke ). Below are the topics covered in this Importance of Digital Marketing Video:
00:00:00 Intro
00:01:21 Digital Marketing Trends
00:09:18 Importance of Digital Marketing
00:14:09 Top reasons to learn Digital Marketing

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⏩ NEW Top 10 Technologies To Learn In 2023 - https://youtu.be/udD_GQVDt5g

📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: https://t.me/edurekaupdates
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📌𝐌𝐞𝐞𝐭𝐮𝐩: https://www.meetup.com/edureka/
📌𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲: https://www.edureka.co/community/



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Abigail See, Stanford PhD student of world-renowned computer scientist Chris Manning, gives a brief overview of Deep-Learning, Artificial Intelligence (AI), and Natural Language Processing (NLP).

http://www.abigailsee.com/

Highlights:

- What is Natural Language Processing (NLP)? (0:58)
- What is Deep-Learning? (1:43)
- Deep-Learning Vs Machine Learning (ML) (2:20)
- Auto summarization - extractive and abstractive (4:31)
- What is sentiment analysis? (5:18)
- Ethics of AI (6:49)
- Can humans learn from AI? (8:38)
- The role of data in AI (12:22)

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Hi, thanks for watching our video about training large language models on PyTorch 2.0
In this video we’ll walk you through:
- GPT4
- GPU
- Multimodal
- LLM
- Model Training
- Model Parallelism
- Distributed Data Parallel DDP
- Deep Learning
- ChatGPT
- palm-e Models
- VALLE
- GOOGLE LAMDA
Mode Parallel, Gradient Accumulation, Data Parallel with PyTorch, Larger Batches

The PyTorch Distributed Stack is a set of PyTorch features that facilitate training models in distributed systems. PyTorch has introduced multiple new features in the distributed package to help support larger scale and higher efficiency for both data and model parallel. In this talk, Yanli Zhao (Software Engineer, Meta AI) shares tips on how to reduce memory footprint, fit larger models and achieve significant speedup with distributed systems with features like Zero Redundancy Optimizer, DistributedDataParallel, FullyShardedDataParallel, CUDA RDMA and ShardedTensor.

OpenAI has officially announced GPT-4 the latest version of its incredibly popular large language model powering artificial intelligence (AI) chatbots. ChatGPT is an AI chatbot that utilizes the language models of GPT-3 and GPT-4 for interactive communication. In other words you can use chatgpt with gpt4. A Generative Pre-Trained Transformer (GPT) is a sophisticated neural network architecture used to train large language models (LLMs). It makes use of large amounts of publicly available Internet text to simulate human communication.

Main improvements:
* It's multimodal (what it is is in video)
* Longer context length
* Better performance
* More safer

chatgpt,
gpt4,
google AI,
Google Lamda,
Google PALM,
artificial intelligence,
Machine learning,
transformer models,
deep learning,
Ray,Ray Tune,Hyperparameter optimization,machine learning,mlflow,open-source

TIMESTAMPS
0:00 Intro
0:55 PyTorch
1:25 Autograd
2:35 PyTorch Distributed
3:10 Types of Parallelization
5:20 DDP
6:38 FSDP
7:48 Fairscale
8:55 PyTorch Lightning
10:30 Model Parallel
11:48 Sagemaker Training



ABOUT OUR CHANNEL
Our channel is about AI. We cover lots of cool stuff such as Artificial Intelligence, Robotics and future tech
Check out our channel here:
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CHECK OUT OUR OTHER VIDEOS
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https://www.youtube.com/watch?v=NUfJcqSl31I
https://www.youtube.com/watch?v=1jiO23aeKQM


LINKS/Sources USED:
PyTorch Distributed : https://www.youtube.com/watch?v=3XUG7cjte2U
YC: https://www.youtube.com/watch?v=hQC5O3WTmuo
Fairscale: https://www.youtube.com/watch?v=oDt7ebOwWIc
AWS Reinvent: https://www.youtube.com/watch?v=vv52RsBM8o4

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🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐒𝐚𝐥𝐞𝐬𝐟𝐨𝐫𝐜𝐞 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/salesfo....rce-administrator-an (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This "Salesforce App Builder" video by Edureka will help you understand about salesforce platform app builder certification and provide some important tips to help you pass the certification exam. It will also talk about salesforce app builder and will demonstrate how to build an application in salesforce using app builder.
Topics Covered:
00:00 Introduction
00:36 Agenda
01:17 What is Salesforce?
02:47 Services offered by Salesforce
04:46 App Builder Guide
06:52 App Builder Certification Guide
08:05 How to prepare for the Certification
10:24 salesforce App Builder
13:04 Demo

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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬

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This documentary "The AI Revolution: From Turing to GPT-4 and AGI" traces AI's evolution, from Alan Turing's pioneering ideas and the birth of machine learning, to the rise of big data and neural networks. As AI technology advances towards Artificial General Intelligence (AGI), various concerns arise, prompting efforts to ensure AI's responsible development and deployment.

#ai #artificialintelligence

Know more : http://goo.gl/d95N88

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This Excel Data Analytics Full Course, from Beginners to Advanced video by simplilearn, will guide you through creating data visualisations and charts like a Funnel Chart in Excel, leveraging advanced functions such as SUMIFS, SUMPRODUCT, and AVERAGEIFS formulas, and mastering Data Visualization techniques, including building Excel Charts like a pro and creating multiple dependent DROP DOWN LISTS. Additionally, you'll learn Data Analytics using AI, how to use Microsoft Power Query for Data Transformation, and importing Excel data into tools like MySQL Workbench and Power BI, alongside learning about the distinctions between a Database and a Data Warehouse. With bonus content covering Automated Payslip Generators, AI in Excel, and tools like ChatGPT and Google Gemini for data analytics, you'll be well-equipped for 2024 with the top Excel formulas and insights for analysts.

The Full course will cover the following topics

00:00:00 Introduction to Excel Full Course
05:34:44 Excel Full Course Beginners to Advanced
05:38:08 How To Create A Funnel Chart In Excel
05:42:10 Big Data in 5 minutes
05:50:28 Data Analyst Roadmap
05:52:32 Data Science Vs Data Analyst
06:02:55 Data Science Vs Data Analyst
06:25:18 Data Analytics using AI
06:31:31 How To Use The Scan Function in Excel ?
06:41:49 How To Use IF Formula In Excel - ADVANCED TIPS
06:44:12 SUMIFS Formula in Excel
07:21:22 Data VisuALIZATION In EXCEL
07:27:08 Compare Two Lists And Find A Match In Excel
07:31:20 Build Excel Charts Like A Pro
07:44:34 Create Multiple Dependent DROP DOWN LIST In EXCEL
07:48:27 SUMPRODUCT Excel
07:50:18 AVERAGEIFS Formula in Excel
08:08:45 How to use microsoft power query
08:14:10 How To Import Excel Data File To MySQL Workbench
08:20:49 How To Import Excel Data In Power BI
08:22:33 How to Import Data from Web to Excel
08:52:31 Master DATA CLEANING In EXCEL
08:53:25 Database Vs Data Warehouse
09:03:46 Database Vs Data Warehouse
09:22:06 Excel Dashboard For Beginners
09:26:41 How To Use AI In Excel ?
09:42:07 How To Build Automated Payslip Generator In Excel
09:51:28 Copilot In EXCEL
10:04:10 Learn EXCEL Using Google Gemini
10:19:47 ChatGPT And Excel For Data Analytics
10:36:08 Data Transformation
11:07:07 ChatGPT for Excel Dashboard
11:30:53 Top 10 Important Excel Formulas For Analysts In 2024

⏩ Check out the Excel tutorial videos: https://www.youtube.com/watch?v=nPkmWE4JCfE&list=PLEiEAq2VkUUKf8aLrspLg3zuyJ5S-5K5S

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➡️ About Post Graduate Program In Data Analytics
This Data Analytics Program is ideal for all working professionals and prior programming knowledge is not required. It covers topics like data analysis, data visualization, regression techniques, and supervised learning in-depth via our applied learning model with live sessions by leading practitioners and industry projects.

✅ Key Features
- Post Graduate Program certificate and Alumni Association membership
- Exclusive hackathons and Ask me Anything sessions by IBM
- 8X higher live interaction in live online classes by industry experts
- Capstone from 3 domains and 14+ Data Analytics Projects with Industry datasets from Google PlayStore, Lyft, World Bank etc.
- Master Classes delivered by Purdue faculty and IBM experts
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Resume preparation and LinkedIn profile building
- 1:1 mock interview
- Career accelerator webinars

✅ Skills Covered
- Data Analytics
- Statistical Analysis using Excel
- Data Analysis Python and R
- Data Visualization Tableau and Power BI
- Linear and logistic regression modules
- Clustering using kmeans
- Supervised Learning

👉 Learn More at: https://www.simplilearn.com/pgp-data-analytics-certification-training-course?utm_campaign=EmC-wfa-Ycs&utm_medium=Description&utm_source=youtube

🔥Data Analyst Masters Program (Discount Code - YTBE15) - https://www.simplilearn.com/data-analyst-masters-certification-training-course?utm_campaign=z-9PSZYHaZI&utm_medium=Lives&utm_source=Youtube
🔥IITK - Professional Certificate Course in Data Analytics and Generative AI (India Only) - https://www.simplilearn.com/iitk-professional-certificate-course-data-analytics?utm_campaign=z-9PSZYHaZI&utm_medium=Lives&utm_source=Youtube
🔥Purdue - Post Graduate Program in Data Analytics - https://www.simplilearn.com/pgp-data-analytics-certification-training-course?utm_campaign=z-9PSZYHaZI&utm_medium=Lives&utm_source=Youtube
🔥Caltech - Data Analytics Bootcamp (US Only) - https://www.simplilearn.com/data-analytics-bootcamp?utm_campaign=z-9PSZYHaZI&utm_medium=Lives&utm_source=Youtube
🔥IITG - Professional Certificate Program in Data Analytics and Generative AI (India Only) - https://www.simplilearn.com/iitg-generative-ai-data-analytics-program?utm_campaign=z-9PSZYHaZI&utm_medium=Lives&utm_source=Youtube

This video on Advanced Excel Full Course by Simplilearn is a complete guide to mastering Excel for data analysis and advanced functionality. It begins with what Microsoft Excel is and covers the basics of Excel, progressing into advanced topics like how to use Microsoft Power Query for data transformation and descriptive statistics using Excel for analytical insights. You’ll learn how to use Copilot in Excel for automation and explore 10 important Excel formulas every professional should know. The course also covers DBMS concepts and highlights how data analytics using AI can enhance efficiency. Practical sessions include creating Excel dashboards for beginners, advanced techniques like ANOVA in Excel, and building dashboards using ChatGPT. Additional resources include insights on top 10 data analyst projects for 2025 and a guide to the top 10 data analyst certifications, ensuring you are prepared for a data-driven career.

The Full course will cover the following topics

00:00:00 Introduction to Advanced Excel Full Course
00:03:55 What is Microsoft Excel
05:42:00 Excel Basics
06:03:24 How to use microsoft power query
06:11:52 Descriptive statistics using excel
06:21:13 How To Use Copilot In EXCEL
06:44:59 10 important excel formulaes
06:46:07 What is DBMS
06:57:00 Data Analytics using AI
07:35:00 Chatgpt and Excel with Data Analytics
07:53:20 Excel Dashboard Tutorial For Beginners
07:53:20 Annova in excel
08:24:19 ChatGPT Made This Excel Dashboard
08:36:54 Top 10 Data Analyst Projects in 2025
08:48:52 top 10 Data Analyst certifications

⏩ Check out the Excel tutorial videos: https://www.youtube.com/watch?v=nPkmWE4JCfE&list=PLEiEAq2VkUUKf8aLrspLg3zuyJ5S-5K5S

#exceldataanalytics #exceltraining #excelformulasandfunctions #exceldatavisualization #excelcourse #simplilearn #simplilearn #advancedexcel #advancedexceltraining #advancedexceltricks #2025 #simplilearn

➡️ About Post Graduate Program In Data Analytics
This Data Analytics Program is ideal for all working professionals and prior programming knowledge is not required. It covers topics like data analysis, data visualization, regression techniques, and supervised learning in-depth via our applied learning model with live sessions by leading practitioners and industry projects.

Key Features
✅ Post Graduate Program certificate and Alumni Association membership
✅ Exclusive hackathons and Ask me Anything sessions by IBM
✅ 8X higher live interaction in live online classes by industry experts
✅ Capstone from 3 domains and 14+ Data Analytics Projects with Industry datasets from Google PlayStore, Lyft, World Bank etc.
✅ Master Classes delivered by Purdue faculty and IBM experts
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
✅ Resume preparation and LinkedIn profile building
✅ 1:1 mock interview
✅ Career accelerator webinars

Skills Covered
✅ Data Analytics
✅ Statistical Analysis using Excel
✅ Data Analysis Python and R
✅ Data Visualization Tableau and Power BI
✅ Linear and logistic regression modules
✅ Clustering using kmeans
✅ Supervised Learning

👉 Learn More at: https://www.simplilearn.com/pgp-data-analytics-certification-training-course?utm_campaign=z-9PSZYHaZI&utm_medium=Lives&utm_source=youtube

🔥Enroll for Intellipaat's Azure Data Engineering Certification Course: https://intellipaat.com/azure-....data-engineer-certif

#AzureDataEngineerFullCourse #AzureDataFactoryTutorialForBeginners #AzureDataFactoryTutorial #AzureDataFactory #DataEngineeringCourse #AzureDataFactoryProject #Intellipaat

Looking to master Azure and kickstart your career as a Data Engineer? 🌟 This Azure Data Engineer Full Course 2025 is your one-stop solution! Designed specifically for beginners, this Azure Data Factory Tutorial for Beginners covers everything you need to know to work with Azure Data Factory effectively.

In this comprehensive Azure Data Factory Course, you’ll learn:
🎯 How to set up pipelines and dataflows in Azure Data Factory
🎯 Real-time scenarios and use cases for Azure Data Factory
🎯 How to use variables and expressions in Azure Data Factory
🎯 Hands-on projects to make you job-ready

Whether you’re a beginner or looking to enhance your skills, this Azure Data Engineer course ensures you gain practical knowledge and expertise to excel in your career. 💼

📖 Below are the concepts covered in this Azure Data Factory Tutorial For Beginners:
00:00:00 - Introduction to Azure Data Engineer Full Course
00:03:56 - What is Data Engineering?
00:10:30 - DP-203 Certification
00:40:53 - Storage and Azure Storage Benefits
01:06:41 - Replication
01:15:09 - Redundancy/Strategy Types: LRS
01:18:03 - Redundancy/Strategy Types: ZRS
01:21:40 - Redundancy/Strategy Types (Continued): Geo Redundant Storage (GRS)
01:33:24 - Redundancy/Strategy Types (Continued): Geo Zone Redundant Storage (GZRS)
01:37:40 - Redundancy/Strategy Types (Continued): Read Access GRS and Read Access GZRS
01:42:06 - Create Azure Storage Account
02:23:21 - Azure Governance Mechanism
02:29:28 - Why We Create Management Groups
02:35:56 - How to Create Policies
02:39:53 - How to Create Virtual Machines
02:41:58 - Resources Group
02:43:31 - Azure Policies and Azure RBAC
02:47:07 - Microsoft Entra Key
03:01:08 - What is RBAC?
03:12:42 - App Registration
03:34:28 - Data Lake Key Concepts
03:49:11 - What is ETL and ELT?
03:52:17 - Tools of Independent Compute
03:54:14 - What is IR?
03:57:59 - Version Control
04:01:05 - Cloud Deployment Models
04:08:21 - What is Data Factory Encryption?
04:24:47 - Steps of Azure Data Factory
04:47:23 - Working of Azure Data Factory (Continued): Access Azure Data Factory, Factory Resources
06:53:59 - SQL Database
08:04:36 - How to Create a Pipeline
08:35:37 - How to Run Queries
08:54:30 - What is Triggers?
08:57:43 - Adding Triggers to Data Pipelines
09:55:33 - What is Data Flow?
09:58:26 - What is Underline Compute?
10:06:41 - What is YARN?
11:02:04 - What is Aggregation?
11:14:35 - What is GIT and Its Branches?


🤔 What is Azure Data Factory, and why is it important?
Azure Data Factory (ADF) is a cloud-based ETL and data integration service by Microsoft. It's essential for building data pipelines, transforming data, and orchestrating workflows in the cloud.

🤔 Can beginners take this Azure Data Engineer course?
Absolutely! This course is specifically designed for beginners, starting with foundational concepts and advancing to real-world applications.

🤔 What can I expect from this Azure Data Factory tutorial for beginners?
You’ll get a deep dive into building pipelines, data flows, working with variables, and real-time scenarios, making it ideal for beginners looking to learn Azure Data Factory.

🤔 How will this Azure Data Factory course help in career growth?
By mastering Azure Data Factory and understanding its real-time applications, you'll be equipped to take on roles such as Azure Data Engineer, Data Analyst, or ETL Developer.

🎯 About the Course
This Azure Data Engineer Training helps learners refine their skills by implementing Azure data solutions like Azure SQL data warehouse, data factory, and more. Gain expertise in designing data solutions and security. Enroll now!

🎯 Key Features - (Course Features)
👉🏼 26 Hrs Instructor Led Training
👉🏼 26 Hrs Self-paced Videos
👉🏼 24 Hrs Project & Exercises
👉🏼 Certification
👉🏼 Job Assistance
👉🏼 Flexible Schedule
👉🏼 Lifetime Free Upgrade
👉🏼 Mentor Support

🎯 What’s Covered in This Program?
This Azure Data Engineer Course will prepare you for exams DP-203 for implementing and designing Azure data solutions, enabling you to design and perform data management, monitoring, security, and privacy using the complete Azure data services stack. Further, you will learn the following topics:
✅ Implement Azure Data Solution (DP 203)
✅ Execute a data storage solution
✅ Managing and developing data processing
✅ Monitoring and optimizing data solutions

📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb

▶️ Intellipaat Achievers Channel: https://www.youtube.com/@intellipaatachievers

📚For more information, please write back to us at [email protected] or call us at IND: +91-7022374614 / US : 1-800-216-8930

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In this complete guide, I walk you through the best local agentic coding workflow using LM Studio and VS Code - no API keys, no cloud, no cost per token.You'll learn how to install and configure LM Studio, choose and run the right local models for coding, and connect everything to VS Code so you can use AI-powered agents directly in your editor. This is the exact setup I use for local AI coding that actually works.

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🎞 Video Resources 🎞
Presentation in This Video: https://clever-mirage-d82v.here.now/
LM Studio Download: https://lmstudio.ai/
VSCode Download: https://code.visualstudio.com/

⏳ Timestamps ⏳
00:00 | Overview
00:46 | What are Local Models
02:30 | VRAM & Computer Hardware
05:18 | Memory & Model Speed
06:39 | How to Pick a Model
11:10 | Trying It Live
12:23 | LM Studio Setup & Model Download
22:15 | Using Local Models in VS Code
28:43 | Autocomplete Model Setup

Hashtags
#LMStudio #AICoding #AIDevTools

UAE Media License Number: 3635141

🚀 Complete Agentic AI Course for Beginners in Telugu

Code files:
LangGraph code:
https://drive.google.com/file/....d/1l6N1T06ghWX-PpTSR

CrewAI code:
https://drive.google.com/file/....d/13QghlEBku_OCM5kYi

In this 3-hour full course, you will learn Agentic AI from scratch and understand how to build your own AI Agents step by step.

This course is explained in Simple Telugu and is perfect for beginners who want to learn modern AI Agent development.

What You Will Learn

✅ What is an AI Agent?
✅ AI Agent vs Chatbot
✅ How AI Agents think, plan, use tools and complete tasks
✅ LangGraph explained with practical workflow
✅ MCP — Model Context Protocol
✅ A2A — Agent-to-Agent Protocol
✅ CrewAI multi-agent systems
✅ OpenAI Agents SDK overview
✅ How to build AI Agents from scratch
✅ Real-world Agentic AI use cases

Topics Covered

🤖 AI Agents
🔷 LangGraph
🔗 MCP
🤝 A2A Protocol
👥 CrewAI
⚡ OpenAI Agents SDK
🧠 Agentic AI Architecture
💻 Practical AI Agent Projects

If you want to learn AI, Machine Learning, Generative AI and Agentic AI in Simple Telugu, subscribe to AI School of India.

Let’s make AI learning simple and practical 🚀

Hashtags

#AgenticAI #AIAgents #LangGraph #CrewAI #MCP #A2A #OpenAIAgentsSDK #GenerativeAI #ArtificialIntelligence #AIinTelugu #AISchoolOfIndia #MachineLearning #DataScience