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![#5 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 5]](https://i.ytimg.com/vi/UyEtTyeahus/maxresdefault.jpg)
In a quest to teach neural networks via transformers to write Python code. Project name: Generative Python Transformers!
Neural Networks from Scratch book: https://nnfs.io
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PyData New York City 2017
Slides: https://ericmjl.github.io/baye....sian-deep-learning-d
In this talk, I aim to do two things: demystify deep learning as essentially matrix multiplications with weights learned by gradient descent, and demystify Bayesian deep learning as placing priors on weights. I will then provide PyMC3 and Theano code to illustrate how to construct Bayesian deep nets and visualize uncertainty in their results. 00:00 Welcome!
00:10 Help us add time stamps or captions to this video! See the description for details.
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【4K】WALK Fort Lauderdale LAS OLAS Beach FLORIDA USA 4k video
Walking in Fort Lauderdale's Las Olas Beach. This place is always fun, but specially on July 4th! Independence day is a party!
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🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚'𝐬 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐞𝐝 𝐄𝐭𝐡𝐢𝐜𝐚𝐥 𝐇𝐚𝐜𝐤𝐢𝐧𝐠 𝐂𝐨𝐮𝐫𝐬𝐞 - 𝐂𝐄𝐇 𝐯𝟏𝟐 : https://www.edureka.co/ceh-eth....ical-hacking-certifi
This Steganography Tutorial by Edureka will help you understand how to hide data from plain sight using various techniques and tools.
Below is the list of topics covered in this session:
00:00:00 Introduction
00:01:14 What is Steganography?
00:03:43 Steganographic Techniques
00:05:45 Steganography Types
00:08:06 Characteristics of Steganographic Techniques
00:09:56 Basic Steganographic Model
00:12:17 Steganographic Model: With Encryption
00:14:06 Pixels & Bits
00:19:55 Least Significant Bit Steganography - Demo
00:30:30 Steganographic Tools
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This video, "Image Classification using CNN," is a project-based video by Simplilearn where you'll get to know how to create machine learning projects in python. In addition, you will also see how different python libraries like NumPy, TensorFlow, seaborn, matplotlib, and many more are used to create amazing projects for your portfolio. Below are the topics we are going to discuss in this machine-learning tutorial.
✅ 00:00 Image Classification using CNN
✅ 01:08 What is Image Classification?
✅ 01:40 What is CNN?
✅ 03:40 Hands-on Lab Demo
What is image classification?
The process of classifying an entire image is known as image classification. Images are anticipated to have just one class per image. Models for image classification take an image as input and produce a prediction of the class to which the image belongs.
We can utilize image classification models when we are not interested in individual instances of items with position information or their shape.
What is CNN?
Machine learning includes convolutional neural networks, also known as convnets or CNNs. It is a subset of the several artificial neural network models that are employed for diverse purposes and data sets. A CNN is a particular type of network design for deep learning algorithms that is utilized for tasks like image recognition and pixel data processing.
Numpy:
NumPy is a Python library used for working with arrays. It also has functions for working in the domain of linear algebra and matrices. It is an open-source project and you can use it freely. NumPy stands for Numerical Python.
Seaborn:
An open-source Python library based on matplotlib is called Seaborn. It is utilized for data exploration and data visualization. With data frames and the Pandas library, Seaborn functions with ease.
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#ImageClassificationusingCNN #ImageClassification #CNN #Tensorflow #DeepLearningProjects #DeepLearningTutorial #LearnDeepLearning #DeepLearningApplications #DeepLearning #MachineLearningProject #MachineLearningTutorial #MachineLearning #MachineLearningTraining #Simplilearn
✅ What is Deep Learning?
Deep learning can be defined as a subset of machine learning concerned with neural networks designed to imitate the human brain. Deep Learning Engineers are offered a great salary. The average salary of a Deep Learning Engineer in the United States is $140,000 per year.
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With the arrival of generative AI chatbots, artificial intelligence no longer seems the preserve of science fiction. Now that the bots are talking back, what does it mean for the future of the internet—and our relationship with machines?
#chatbot #chatgpt
00:00 - Chatbots are changing the internet
01:02 - How do chatbots work?
03:40 - The problems with today’s chatbots
06:40 - The ELIZA effect
07:46 - Replika AI
09:55 - What might future chatbots be able to do?
11:47 - The drawbacks of chatbots
The AI boom: lessons from history: https://econ.st/3mZPBIW
The relationship between AI and humans: https://econ.st/3YYvwQt
How AI chatbots could change online search: https://econ.st/406NzVE
Investors are going nuts for ChatGPT-ish artificial intelligence: https://econ.st/3JP5ACk
The race of the AI labs heats up:
https://www.economist.com/business/2023/01/30/the-race-of-the-ai-labs-heats-up?utm_source=YouTube&utm_medium=Economist_Films&utm_campaign=Link_Description&utm_term=Science_and_Technology&utm_content=Correspondent
The battle for internet search: https://econ.st/40dyrG3
Is Google’s 20-year dominance of search in peril? https://econ.st/3LwV1Fr
How good is ChatGPT? https://econ.st/40cAp9A
A battle royal is brewing over copyright and AI: https://econ.st/3JnOD0I
Listen to The Economist’s ‘Babbage’ Podcast on how robots are improving human interactions: https://econ.st/3TqhMNh
Listen to The Economist’s ‘Babbage’ Podcast on how ChatGPT could change the world:
https://econ.st/3JtjJUJ
Listen to The Economist’s ‘Babbage’ Podcast on whether AI will achieve consciousness:
https://econ.st/3JprlaK
Could artificial intelligence become sentient? https://econ.st/3yMGez2
🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐒𝐞𝐥𝐞𝐧𝐢𝐮𝐦 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠: https://www.edureka.co/seleniu....m-certification-trai code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎")
This Edureka Live video on "Database Testing using Selenium" will give you brief insights about JDBC and also tell you how to perform database testing using Selenium.
00:00:00 Introduction
00:00:30 Agenda
00:01:13 Introduction to JDBC
00:02:20 Commands
00:07:45 Steps to Create JDBC Application
00:14:41 What is selenium ?
00:15:32 Database Testing using Selenium
00:16:30 Demo
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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬
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This is the 2nd video for HTML registration form in New responsive design course from Freecodecamp.org.
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The Google Cloud Platform Tutorial video will cover all the important concepts of Google Cloud Platform. Google Cloud Platform is a set of cloud computing services provided by Google that runs on the same infrastructure that Google uses for its end-user products like, YouTube, Gmail and more. In this video, we will be looking into what is GCP? GCP tutorial, AWS vs GCP, GCP web hosting, Google cloud ML, GCP fundamentals, Google Cloud Platform Fundamentals (CP100A) Certification Training.
00:00:00 What is GCP?
01:32:48 GCP Tutorial
03:09:01 AWS vs GCP
03:17:13 GCP Web Hosting
03:36:24 Google Cloud ML
03:38:50 Google Cloud Platform Certificate Training
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#GoogleCloudPlatformTutorial #GoogleCloudPlatformFullCourse #GoogleCloudTutorial #GoogleCloudPlatformTutorialForBeginners #CloudComputing #Simplilearn
➡️ About Post Graduate Program In Cloud Computing
This Post Graduate Program in Cloud Computing helps you become an expert in designing, planning, and scaling cloud implementations. Our Cloud Computing course helps you master the core skill sets required to design and deploy dynamically scalable and reliable applications on three popular cloud platform providers: Microsoft Azure, AWS, and GCP.
✅ Key Features
- Caltech CTME Post Graduate Certificate
- Enrolment in Simplilearn’s JobAssist
- Receive up to 30 CEUs from Caltech CTME
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Attend Masterclasses from Caltech CTME instructors
- Live virtual classes led by industry experts, hands-on projects and integrated labs
- Online Convocation by Caltech CTME Program Director
- 40+ Hands-On Projects and Integrated Labs
- Capstone Project in 4 Domains
- Caltech CTME Circle Membership
✅ Skills Covered
- Cloud Provider Selection
- Application Migration
- Performance Testing
- Cloud Workloads
- Identity Access Management
- Autoscaling
- Disaster Recovery
- Web Services and API
- Cloud Migration and Deployment
- Database Management
- MultiCloud Deployment
- Storage Services
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🔥 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐂𝐨𝐮𝐫𝐬𝐞 𝐌𝐚𝐬𝐭𝐞𝐫 𝐏𝐫𝐨𝐠𝐫𝐚𝐦: https://www.edureka.co/masters....-program/machine-lea (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This Edureka video on "Machine Learning Tutorial" will help you get started with all the Machine Learning concepts. Below are the topics covered in this video:
1. Why Machine Learning?
2. What is Machine Learning?
3. Types of Machine Learning
4. What can you do with Machine Learning?
5. Machine Learning Demo in Python
📝Feel free to comment your doubts in the comment section below, and we will be happy to answer📝
-------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧---------
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About the Machine Learning with Python Training
Edureka’s Machine Learning Certification Training using Python is designed to make you grab the concepts of Machine Learning. This Machine Learning Certification will provide a deep understanding of Machine Learning and its mechanism. As a Data Scientist, you will be learning the importance of Machine Learning and its implementation in the python programming language. Furthermore, in this Machine Learning with Python Training, you will be taught Reinforcement Learning which in turn is an important aspect of Artificial Intelligence. You will be able to automate real-life scenarios using Machine Learning Algorithms. Towards the end of this Machine Learning online course, we will be discussing various practical use cases of Machine Learning with Python programming language to enhance your learning experience. Edureka offers the best Machine Learning Training online for those who want to be the best in Python. Enroll now with Edureka's online Machine Learning Certification to get trained with industrial experts.
What are the pre-requisites for this Machine Learning Certification Training ?
The pre-requisites for the Machine Learning Training include development experience with Python. Fundamentals of Data Analysis practiced over any of the data analysis tools like SAS/R will be a plus. However, Python would be more advantageous. You will be provided with complimentary “Python Statistics for Data Science Course” as a self-paced course once you enroll in the Machine Learning online course.
🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐂𝐨𝐮𝐫𝐬𝐞 (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎) : https://www.edureka.co/advance....d-artificial-intelli
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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MIT Introduction to Deep Learning 6.S191: Lecture 3
Convolutional Neural Networks for Computer Vision
Lecturer: Alexander Amini
** New 2025 Edition **
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