This video is a friendly introduction to quantum computing and machine learning. No knowledge required.

This video is part of a blog post with Zapata computing:
https://www.zapatacomputing.co....m/why-generative-mod

QCBM Paper: https://www.nature.com/articles/s41534-019-0157-8

Video 2: Non-gradient optimizers, CMA-ES and PSO https://www.youtube.com/watch?v=oi5GQvJzy5I
Video 3: The mathematics behind qubits (coming soon!)

Introduction: (0:00)
Quantum and classical machine learning: (1.46)
Probability: (5:12)
The qubit: (8:23)
Quantum measurement: (12:08)
Qubits as generative models: (13:42)
Measuring with different bases: (14:15)
Quantum gates: (22:27)
Quantum entanglement: (25:23)
Entanglement gates: (35:31)
Quantum machine learning (36:04)
Training models: (39:50)
Loss functions and KL divergence: (47:55)
Labs, code, etc: (49:59)

In this video we go through how to code a simple rnn, gru and lstm example. Focus is on the architecture itself rather than the data etc. and we use the simple MNIST dataset for this example.

People often ask what courses are great for getting into ML/DL and the two I started with is ML and DL specialization both by Andrew Ng. Below you'll find both affiliate and non-affiliate links if you want to check it out. The pricing for you is the same but a small commission goes back to the channel if you buy it through the affiliate link.
ML Course (affiliate): https://bit.ly/3qq20Sx
DL Specialization (affiliate): https://bit.ly/30npNrw
ML Course (no affiliate): https://bit.ly/3t8JqA9
DL Specialization (no affiliate): https://bit.ly/3t8JqA9

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This free Flutter course helps you get started with mobile app development. In this Flutter for beginners course, you will learn the basics of getting started with Flutter and learn how to start building applications for multiple devices using the same codebase. This 1.5-hour introduction to Flutter free course delivers basics for aspiring Android app developers.

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To learn Flutter, it is recommended to have a basic understanding of native Android development and OOPS concepts.
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In this video on "How To Use ChatGPT For Web Development," we will explore the features of chatgpt and create a website and perform small tasks, ChatGPT is an advanced language model based on GPT-3.5 architecture, and it can be beneficial for web development projects. ChatGPT has already proven its value in various web development scenarios. For example, e-commerce platforms use ChatGPT to generate unique and persuasive product descriptions, boosting search engine optimization and increasing sales.

00:00 - How To Use ChatGPT For Web Development
00:55 - What is ChatGPT?
06:00 - Use cases
13:23 - Project ideas for web development

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✅ About Post Graduate Program In Full Stack Web Development
This program will give you the foundation for building full-stack web apps using the Java programming language. You'll begin with the basics of JavaScript, and then venture into some of the more advanced concepts like Angular, Spring Boot, Hibernate, JSPs, and MVC. Now is the perfect time to get started on your career as a full-stack web developer!

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In this video " Top 20 Hadoop Interview Questions" we will cover the 20 most asked question in the hadoop and big data interviews.
Big Data in layman’s terms is a vast volume of high velocity data , think of hundreds of gigabytes of data flowing through in minutes. Obviously this can’t be stored and processed using traditional data processing systems. Now this is where Hadoop comes in. Hadoop is an open-source framework designed to handle big data. It provides a distributed file system (Hadoop Distributed File System - HDFS) and a distributed processing framework (MapReduce) that allows for parallel and scalable processing of large datasets across clusters of nodes. Hadoop's architecture enables fault tolerance and high availability, making it suitable for processing big data. Organizations and enterprises globally are on the lookout for skilled professionals who are able to handle such vast volumes of data, help structure and streamline the processing of this data. The salary of a Hadoop developer can vary based on factors like experience, location, company size, and industry but on average Hadoop developers earn anywhere between $80,000 and $150,000 per year which can go as high as 250,000$ for some experienced roles. It is therefore one of the best times for you to get yourself certified and skilled in the big data domain. With companies like Google, Adobe, Intuit,Oracle, Accenture, VISA, and many hiring hadoop developers you must get yourself enrolled in one of our amazing certification training programs to land yourself your dream job. Let me tell you about this global certification program.

00:00 Introduction to Big Data and Hadoop
Hadoop Developer Salary
Companies Hiring Hadoop Developer
Top 20 Hadoop Interview Questions

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About Post Graduate Program In Data Engineering
Fast-track your career as a Data Engineering professional with our Data Engineering course. This course covers Big Data and Data Engineering concepts, the Hadoop ecosystem, Apache Python basics, AWS EMR, Quicksight, Sagemaker, the AWS cloud platform, and Azure services.

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This video on complete excel course - beginner to expert by Simplilearn is complete Excel tutorial that helps aspiring data analysts with excel data analytics fundamentals. This Microsoft Excel Tutorial For Beginners will cover basic topics of excel like data validation, conditional formatting, spreadsheet fundamentals to advanced excel topics like time series analysis, filters, slicers, excel dashboarding, data visualization, and much more.

00:00:00 Introduction to Microsoft Excel Full Course
Excel Basic Knowledge
How To Change Lower Case To Upper Case In Excel?
How To Add Rows In Excel?
How To Add Columns In Excel?
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How to Compare Two Columns In Excel?
How To Convert Rows To Columns In Excel?
How to Group Rows in Excel?
How To Remove Blank Rows In Excel?
How To Freeze Row In Excel Tutorial
How to Convert Numbers to Words in Excel?
Combining Data From Multiple Cells In Excel
How To Merge Cells In Excel
How to Add Date in Excel?
How To Change Date Format In Excel (dd/mm/yyyy) To (mm/dd/yyyy)
How To Calculate Age In Excel From A Date Of Birth?
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Checkboxes In Excel
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Project Planning in excel
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➡️ Data Analytics Bootcamp
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Learn about vector embeddings and how to use them in your machine learning and artificial intelligence projects. Learn how to create an AI assistant with vector embeddings. You'll use OpenAI's GPT-4 API, LangChain, and Natural Language Processing techniques (NLP).

✏️ Course created by @AniaKubow

⭐️ Contents ⭐️
⌨️ (00:27) Introduction
⌨️ (01:49) What are vector embeddings?
⌨️ (02:14) Text embeddings
⌨️ (07:58) What are vector embeddings used for?
⌨️ (11:05) How to generate our own text embedding with OpenAI
⌨️ (14:37) Vectors and databases
⌨️ (16:02) Getting our database set up
⌨️ (18:05) Langchain
⌨️ (19:24) Let’s build an Ai Assistant

🎉 Thanks to our Champion and Sponsor supporters:
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