MIT 14.02 Principles of Macroeconomics, Spring 2023
Instructor: Ricardo J. Caballero

View the complete course: https://ocw.mit.edu/courses/14....-02-principles-of-ma
YouTube Playlist: https://www.youtube.com/playli....st?list=PLUl4u3cNGP6

This lecture covers an introduction to the topic of macroeconomics, which is the study of the behavior of an economy as a whole. The instructor also talks about the objectives of the course.

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For more information about Stanford’s graduate programs, visit: https://online.stanford.edu/graduate-education

February 6, 2026
This lecture covers:
• A randomized controlled trial examining the impact of AI-mediated feedback on students' disciplinary writing performance and learning
• An introduction to and evaluation of FeedbackWriter
• How knowledge engineering can enhance cognitive fidelity and enable reliable feedback generation

To follow along with the seminar schedule, visit: https://hci.stanford.edu/

Xu Wang is an Assistant Professor in Computer Science and Engineering and the School of Information (By courtesy) at the University of Michigan.

In this video we will discuss about the differences between generative ai vs agentic ai vs AI agents.
Agentic AI is an AI system that acts autonomously, adapts in real time, and solves multi-step problems based on context and objectives.
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The most beautiful places in the world:
Who has not ever dreamed of traveling the world visiting the most beautiful places in the planet? That dream can be possible. We have selected the most beautiful places in the world so that you can start planning your next trip.
In this 8K video you will find the world in a great video with piano music and relaxing nature sounds.

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A local gangster Tedha Singh is recruited for a by RAW, whose main aim is to catch Bob Morley, a dreaded international mafia leader. In the midst of flirting with a bar dance, who turns out to be an ACP and wooing Harika in the neighbourhood, Tedha Singh also has a violent brush with a Minister's hoodlums. Harika is searching for her missing sister Sarika. But it is not hunky dory as Tedha Singh has a secret flashback, which plays out in the backdrop of Portugal. What is his mission, how did he meet Sarika and what happened to her is the rest of the story.

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This Simplilearn video on Cyber Security In 7 Minutes will explain what is cyber security, how it works, why cyber security, who is a cyber security expert, and what are the different types of cyberattacks with examples. Now, let's begin this cyber security video!

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GPT-4 is the latest and greatest language processing tool on the market, and in this video, we'll share 10 secret tips and tricks to help you get the most out of this amazing technology.

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Video demonstrates the fine-tuning of the GPT2 model for custom natural language generation tasks. Steps covered for training the GPT2 model:
1. Data Preparation for our own use-case.
2. Model Download.
3.Fine-Tune the Model settings.
4.Train the model.
5.Evaluate the Performance using Tensorboard.
6.Generate the Next Sentence for a given piece of Sentence from our trained vocabulary.

Links:
SimpleTransformer: https://simpletransformers.ai/docs/lm-specifics/
Notebook Link: https://github.com/karndeepsin....gh/Custom-Next-Sente

Train Custom NER model using Bert: https://www.youtube.com/watch?v=uKPBkendlxw&t=16s

Train Custom Text Classification using BERT: https://www.youtube.com/watch?v=irU1q0kXekE

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🔵 Here is a breakdown of the topics covered in the video:
00:00:00 - Introduction
00:02:30 - What is Excel? & Why do we use Excel?
00:50:54 - What are Templates?
00:59:17 - Condition formatting
01:12:02 - What is List, Sorting the List & Format List
01:23:14 - Multiple Level Sort & Custom Sort
02:26:00 - What is Data Validation?
03:00:31 - What is Pivot Table?
04:38:22 - What is Statistics?
04:42:21 - What is Descriptive Statistics?
05:27:51 - Vlookup Function
06:19:48 - Index Function and Match Function
07:01:18 - Lookup Function
07:41:27 - What is VBA
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Top 10 Advanced Excel Tricks for Data Analysis by Simplilearn is an advanced Excel tutorial dedicated for aspiring data analysts and business analysts to help them understand the advaced Excel concepts For Data Analysi. This Simplilearn Advanced excel tutorial will cover some advanced excel topics as mentioned below.

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0:22:20 Charts In Excel
0:07:40 Conditional Formatting In Excel
0:49:04 Data Validation In Excel
0:47:42 Excel Lookup Tutorial
0:51:16 How to implement Vstack Function In Excel
0:51:15 How to Create a Pivot Table Using Multiple Sheets in Excel
0:55:40 Slicers In Excel
0:58:52 SUMIFS Formula in Excel
1:06:46 How to Create Drop Down List In Excel?
1:26:51 Pivot Tables In Excel
1:10:54 How To Recover Unsaved Excel File

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A potential candidate must have one of the following prerequisites: Degrees like BCA, MCA, and B.Tech or Programming experience Should have studied PCM in 10+2

Will I get any certificate at the end of the course?

Yes, you will receive a Post-Graduate industry-recognized certificate from E & ICT Academy, NIT Warangal upon successful completion of the course.

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This Edureka LSTM Explained video will help you in understanding why we need Recurrent Neural Networks (RNN) and what exactly it is. It also explains few issues with training a Recurrent Neural Network and how to overcome those challenges using LSTMs.
00:00:00 Introduction
00:00:36 Agenda
00:00:47 Introduction to NLP
00:01:46 Ways to Process Text Data
00:02:57 Recurrent Neural Networks
00:22:02 Long Short-term Memory
00:51:46 LSTM Use Cases
00:53:45 Real Time Applications of LSTM

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