Top videos
🔵 Edureka Cyber Security Masters Program: https://bit.ly/3pfHHIN
🔵 Cyber Security Course: https://www.edureka.co/cyberse....curity-certification
This ‘SQL Injection Attack’ video by Edureka will help you learn one of the most dangerous web application vulnerability – SQL Injection.
Below is the list of topics covered in this session:
1:07 Web Application Security
4:56 What is SQL Injection Attack?
14:52 Types of SQL Injection attacks
21:47 Demo – SQL Injection Attack Types
42:01 Prevention of SQL Injection Attack
🔥CompTIA Security+ : https://bit.ly/3nxeVRl
🔥Certified Ethical Hacking Course - CEH v12 Training : https://www.edureka.co/ceh-eth....ical-hacking-certifi
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Cyber Security Playlist: https://bit.ly/2N2jlNN
Cyber Security Blog Series: https://bit.ly/2AuULkP
Introducing Edureka Elevate, a one of its kind software development program where you only pay the program fees once you get a top tech job. If you are a 4th year engineering student or a fresh graduate, this program is open to you! Learn more: http://bit.ly/2vQKVu6
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#Edureka #SQLInjectionAttack #EthicalHacking #CybersecurityTraining #CybersecurityCertification
About Edureka Cyber Security Training
Cybersecurity is the combination of processes, practices, and technologies designed to protect networks, computers, programs, data and information from attack, damage or unauthorized access.
Edureka’s Cybersecurity Certification Course will help you in learning about the basic concepts of Cybersecurity along with the methodologies that must be practiced ensuring information security of an organization. Starting from the Ground level Security Essentials, this course will lead you through Cryptography, Computer Networks & Security, Application Security, Data & Endpoint Security, idAM (Identity & Access Management), Cloud Security, Cyber-Attacks and various security practices for businesses.
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Why Learn Cyber Security?
Cybersecurity is the gathering of advances that procedures and practices expected to ensure systems, PCs, projects and information from assault, harm or unapproved get to. In a processing setting, security incorporates both cybersecurity and physical security, it is imperative since cyberattackers can without much of a stretch take and obliterate the profoundly grouped data of governments, defense offices and banks for which the results are huge so it is essential to have an appropriate innovation which an avoid digital wrongdoings.
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Objectives of Edureka Cyber Security Course
• This course is designed to cover a holistic & a wide variety of foundational topics of the cybersecurity domain which will be helpful to lead freshers as well as IT professional having 1 to 2 years of experience, into the next level of choice such as ethical hacking/ audit & compliance / GRC/ Security Architecture and so on
• This course focuses mainly on the basics concepts of Cyber Security
• In this course, we are going to deal with Ground level security essentials cryptography, computer networks & security, application security, data & endpoint security, idAM (identity & access management), cloud security, cyber-attacks and various security practices for businesses
• This course will be your first step towards learning Cyber Security
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Who Should go for this Training?
Anyone having the zeal to learn innovative technologies can take up this course. Especially, students and professionals aspiring to make a career in the Cybersecurity technology. However, Cybersecurity Certification Course is best suited for the below mentioned profiles:-
• Networking Professionals
• Linux Administrators
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Got a question on the topic? Please share it in the comment section below and our experts will answer it for you.
For Cyber Security Training and Certification, Please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll-free) for more information.
Python Full Course for Beginners [2023] | Python for Beginners - 12 Hours | Python Tutorial |Edureka
𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐏𝐲𝐭𝐡𝐨𝐧 𝐂𝐨𝐮𝐫𝐬𝐞 (Use Code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎"): https://www.edureka.co/python-....programming-certific
This Edureka "𝐏𝐲𝐭𝐡𝐨𝐧 𝐅𝐮𝐥𝐥 𝐂𝐨𝐮𝐫𝐬𝐞" video will help you learn the Python programming language and core python concepts with examples from scratch. This python for beginners tutorial is the best video to start learning python programming language with examples.
00:00:00 Introduction
00:02:18 What is Python?
00:03:16 Why is python popular
00:04:32 Features of python
00:06:27 Where is python used in the industry
00:07:25 Learning path
00:08:52 career opportunities
00:09:59 Python installation
00:13:01 Naming conventions
00:13:37 Variables
00:18:19 Datatypes in python
00:23:11 Flow control( loops, conditional statements, loop control statements)
00:24:20 Conditional statements
00:34:17 Loops
00:47:06 Functions
00:59:10 data structures
01:17:52 Algorithms
01:55:18 OOPs in python ( class, objects, methods )
02:06:53 Inheritance
02:15:24 polymorphism
02:19:44 Encapsulation
02:27:00 Abstraction
02:31:34 What are Comments in Python
02:41:00 Operators in Python
02:41:56 Variables and Datatypes
03:03:58 Tuples in Python
03:17:10 Sets in Python
03:32:30 Dictionary Vs List
03:38:17 Use Cases
03:46:44 Loops in Python
04:30:22 Functions in Python
05:26:55 Arrays in Python
05:32:28 Accessing Array Elements
05:48:30 Looping through an Array
05:52:11 Inheritance in Python
05:55:07 Init Function
05:58:07 Types of Inheritance
06:06:08 Exception handling in python
06:08:53 Process of Exception handling
06:24:55 Requests in Python
06:33:13 Cookies and Headers
06:35:02 Session Object
06:48:00 DateTime Module
06:52:58 Python RegEX
07:03:28 Regular Expression Operations
07:34:10 File Handling in Python
07:57:45 How to Connect Python with MySQL DB
08:21:59 Socket Programming in Python
08:36:57 Transferring Objects in Python
08:41:35 Numpy Python
08:51:48 Numpy Operations
09:12:18 Python Pandas
10:13:10 PLotting with Pandas
10:14:42 Python Matplotlib
10:16:42 What is Data Visualization
10:47:28 Python Interview Questions and Answers
10:47:40 Basic Python Questions
11:25:12 Django Questions
11:38:45 Web Scraping Using Python Questions
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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬
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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐬
🌕 Professional Certificate Program in DevOps with Purdue University: https://bit.ly/3Ov52lT
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🌕 Artificial and Machine Learning PGD with E&ICT Academy
NIT Warangal: http://bit.ly/3OuZ3xs
📢📢 𝐓𝐨𝐩 𝟏𝟎 𝐓𝐫𝐞𝐧𝐝𝐢𝐧𝐠 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐭𝐨 𝐋𝐞𝐚𝐫𝐧 𝐢𝐧 2023 𝐒𝐞𝐫𝐢𝐞𝐬 📢📢
⏩ NEW Top 10 Technologies To Learn In 2023 - https://youtu.be/udD_GQVDt5g
📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: https://t.me/edurekaupdates
Got a question on the topic? Please share it in the comment section below and our experts will answer it for you.
Please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll-free) for more information.
🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐂𝐲𝐛𝐞𝐫 𝐒𝐞𝐜𝐮𝐫𝐢𝐭𝐲 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/cyberse....curity-certification 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
Cryptography is essential to protect the information shared across the internet. This video on What is cryptography explains you the fundamental concepts along with various encryption techniques. Below are the topics covered in this tutorial:
1. What is Cryptography?
2. Classification of Cryptography
3. How various Cryptographic Algorithm Works?
4. Demo: RSA Cryptography
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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬
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🌕 Selenium Online Training: http://bit.ly/3EVDtis
🔵 PMP Online Training: http://bit.ly/3XugO44
🌕 Salesforce Online Training: http://bit.ly/3OsAXDH
🔵 Cybersecurity Online Training: http://bit.ly/3tXgw8t
🌕 Java Online Training: http://bit.ly/3tRxghg
🔵 Big Data Online Training: http://bit.ly/3EvUqP5
🌕 RPA Online Training: http://bit.ly/3GFHKYB
🔵 Python Online Training: http://bit.ly/3Oubt8M
🌕 Azure Online Training: http://bit.ly/3i4P85F
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🌕 Microservices Online Training: http://bit.ly/3gxYqqv
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🌕 CEHv12 Online Training: http://bit.ly/3Vhq8Hj
🔵 Angular Online Training: http://bit.ly/3EYcCTe
🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐑𝐨𝐥𝐞-𝐁𝐚𝐬𝐞𝐝 𝐂𝐨𝐮𝐫𝐬𝐞𝐬
🔵 DevOps Engineer Masters Program: http://bit.ly/3Oud9PC
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🔵 Web Development Masters Program: http://bit.ly/3U9R5va
🌕 Computer Science Bootcamp Program : http://bit.ly/3UZxPBy
🔵 Cyber Security Masters Program: http://bit.ly/3U25rNR
🌕 Full Stack Developer Masters Program : http://bit.ly/3tWCE2S
🔵 Automation Testing Engineer Masters Program : http://bit.ly/3AGXg2J
🌕 Python Developer Masters Program : https://bit.ly/3EV6kDv
🔵 Azure Cloud Engineer Masters Program: http://bit.ly/3AEBHzH
🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐬
🌕 Professional Certificate Program in DevOps with Purdue University: https://bit.ly/3Ov52lT
🔵 Advanced Certificate Program in Data Science with E&ICT Academy, IIT Guwahati: http://bit.ly/3V7ffrh
🌕 Artificial and Machine Learning PGD with E&ICT Academy
NIT Warangal: http://bit.ly/3OuZ3xs
📢📢 𝐓𝐨𝐩 𝟏𝟎 𝐓𝐫𝐞𝐧𝐝𝐢𝐧𝐠 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐭𝐨 𝐋𝐞𝐚𝐫𝐧 𝐢𝐧 2023 𝐒𝐞𝐫𝐢𝐞𝐬 📢📢
⏩ NEW Top 10 Technologies To Learn In 2023 - https://youtu.be/udD_GQVDt5g
📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: https://t.me/edurekaupdates
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Got a question on the topic? Please share it in the comment section below and our experts will answer it for you.
Please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll-free) for more information.
🔥 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐂𝐨𝐮𝐫𝐬𝐞 𝐌𝐚𝐬𝐭𝐞𝐫 𝐏𝐫𝐨𝐠𝐫𝐚𝐦: https://www.edureka.co/masters....-program/machine-lea (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This Edureka session on Machine Learning with Tree-Based Models in Python will help you understand the Bagging & Boosting concepts in detail.
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📝Feel free to share your comments below.📝
🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬
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🔵 DevOps Engineer Masters Program: http://bit.ly/3Oud9PC
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🔵 Python Developer Masters Program: http://bit.ly/3EV6kDv
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🌕 Full Stack Developer Masters Program : http://bit.ly/3tWCE2S
🔵 Automation Testing Engineer Masters Program : http://bit.ly/3AGXg2J
🌕 Python Developer Masters Program : https://bit.ly/3EV6kDv
🔵 Azure Cloud Engineer Masters Program: http://bit.ly/3AEBHzH
🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐬
🌕 Post Graduate Program in DevOps with Purdue University: https://bit.ly/3Ov52lT
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Please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll-free) for more information.
🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐉𝐚𝐯𝐚 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠: https://www.edureka.co/java-j2ee-training-course (Use code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎")
This Edureka tutorial video on “Java ArrayList” (Java blog series: https://goo.gl/osrGrS) will give you a brief insight about ArrayList in Java and its various constructors and methods along with an example. Through this video, you will learn the following topics:
00:00:00 Introduction
00:01:10 - Collections Framework
00:01:42 - Hierarchy of ArrayList
00:01:56 - What is ArrayList
00:02:41 - Internal Working of ArrayList
00:03:18 - Constructors of ArrayList
00:04:22 - Constructors Example
00:07:13 - ArrayList Methods
00:09:49 - Methods Example and Demo
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About course
About Java Certification Course
This Java certification course online is designed for students and professionals who want to be Java Developer. This 42-hour Java training will cover core and advanced Java concepts like Java Array, Collections, Database connectivity, Threads, Exception Handling, JSP, Servlets, XML handling, etc. You will also learn various Java frameworks like Hibernate and Spring.
Why should you go for a Java Certification Course Online?
Due to the constant change in technology in the IT world, knowledge becomes outdated very early. Therefore, learning Java for Java developers is important. Java is the most popular programming language today. Java is the main reason behind the advancement in the mobile industry which also influences the career in mobile development. Java is widely used for the development of applications. If you also want to make a career in Java, then we are here for you. We offer one of the best Java online certification courses so that you can be the one in future you always wanted to be.
Auto-GPT is an experimental open-source application showcasing the capabilities of the GPT-4 language model. This program, driven by GPT-4, autonomously develops and manages businesses to increase net worth. As one of the first examples of GPT-4 running fully autonomously, Auto-GPT pushes the boundaries of what is possible with AI.
▼ Link(s) From Today’s Video:
✩ Auto-GPT: https://github.com/Torantulino/Auto-GPT
✩ Open AI API: https://openai.com/blog/openai-api
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00:00 - Introduction to Auto-GPT
02:09 - Setting up the Super Assistant AI
09:42 - Setting up the Private Investigator AI
14:38 - Creating an AI for Gardening YouTube Channel
17:30 - Outro
In this talk, we will cover the basics of Reinforcement Learning from Human Feedback (RLHF) and how this technology is being used to enable state-of-the-art ML tools like ChatGPT. Most of the talk will be an overview of the interconnected ML models and cover the basics of Natural Language Processing and RL that one needs to understand how RLHF is used on large language models. It will conclude with open question in RLHF.
RLHF Blogpost: https://huggingface.co/blog/rlhf
The Deep RL Course: https://hf.co/deep-rl-course
Slides from this talk: https://docs.google.com/presen....tation/d/1eI9PqRJTCF
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Thomas Twitter: https://twitter.com/thomassimonini
Nathan Lambert is a Research Scientist at HuggingFace. He received his PhD from the University of California, Berkeley working at the intersection of machine learning and robotics. He was advised by Professor Kristofer Pister in the Berkeley Autonomous Microsystems Lab and Roberto Calandra at Meta AI Research. He was lucky to intern at Facebook AI and DeepMind during his Ph.D. Nathan was was awarded the UC Berkeley EECS Demetri Angelakos Memorial Achievement Award for Altruism for his efforts to better community norms.
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This complete MS Excel course is a comprehensive guide to excel training for beginners to expert level.
Microsoft Excel transcends its spreadsheet origins to become an essential tool in diverse domains. It empowers professionals with data analysis and decision-making, aids students in learning data skills, and simplifies personal tasks like budgeting. In an interconnected world, Excel's versatility is crucial for informed choices and efficient workflows. Simplilearn offers a comprehensive Microsoft Excel course, curated by experts to match industry standards. It covers basics, advanced concepts, Excel VBA, data analysis, and visualization. Time series analysis of trending projects helps build a strong data analysis portfolio. The course also addresses common data analyst interview questions. This course will open the doors for various data enthusiasts.
00:00 MS excel course 2023
06:14 Demo inventory in excel
19:02 Lowercase to uppercase in excel
21:45 Add columns in excel
34:53 Rows to column in excel
36:28 Group rows in excel
38:13 Sorting in excel
41:58 Freeze panes in excel
49:43 Merge cells in excel
54:33 Count cells by colour in excel
56:03 Date format in excel
59:58 Calculate age in excel
01:01:53 Time difference calculation in excel
01:07:55 How to add excel in powerpoint
01:10:00 How to insert image in excel
01:13:35 How to insert PDF in excel
01:17:00 How to convert pdf to excel
01:21:57 How to insert tick in excel
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➡️ Data Analytics Bootcamp
The Caltech Data Analytics Bootcamp is ideal for working professionals from all backgrounds. Develop core skills such as mastering excel, creating data-driven presentations, data manipulation with SQL, analyzing data with Python, and data visualization with Tableau. Learn data analysis with tools such as AWS.
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Learn how to start programming in Java in this beginners course.
What you will learn:
-The absolute basics of getting started with Java
-Understand the components of the Java platform (JVM, JDK, JRE)
-Be able to install the JDK and set it up to write Java programs
-Be able to install an IDE to program in Java
-Understand the basics of an IDE and the features it offers to help with Java programming
-Appreciate foundational Java programming syntax that form the building blocks of Java programs
-Have a feel and appreciation for Java and want to take it further!
✏️ This course was created by Matt Speake. Check out his other amazing courses: https://courses.javaeasily.com
⭐️ Course Contents ⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:02:04) Overview of Java
⌨️ (0:13:08) Java Platform Components
⌨️ (0:27:17) The Java Development Kit
⌨️ (0:40:04) The IDE (Integrated Development Environment)
⌨️ (0:57:07) Java Syntax Basics
⌨️ (1:12:47) Writing, Compiling, Running and Debugging a Java Program
--
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Redux: Handle an Action in the Store
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The Gen AI Full Course 2025 By Simplilearn covers various concepts of Generative AI, starting with an Introduction to Artificial Intelligence and the concept of Generative AI. It outlines a roadmap to becoming a Gen AI Engineer, focusing on essential tools like OpenAI ChatGPT models and AI career options. The course dives deep into Deep Learning, Search GPT, LangChain, and OpenAI Sora. It includes tutorials on Generative Adversarial Networks (GANs), Transformers, LSTM, LLMs, and Machine Learning fundamentals. Advanced topics include Reinforcement Learning, Recurrent Neural Networks, ChatGPT analysis, LLM Benchmarking, and Open AI Strawberry. The course provides hands-on insights into GAN applications, Transformer models, and neural networks essential for Gen AI professionals.
Following are the Topics covered in this Gen AI Full Course 2025 By Simplilearn
00:00:00 Introduction to Gen AI Full Course
00:08:08 What is Artificial Intelligence
00:08:53 What is Generative AI
00:19:32 Roadmap to become a Gen AI Engineer
00:33:07 Gen ai tools for job interview
00:48:31 Open ai chatgpt o1 model
00:50:21 AI Careers to explore
01:04:02 Deep Learning Tutorial
01:12:19 Search GPT Tutorial
01:14:34 Langchain Tutorial
01:37:28 Openai sora Tutorial
02:22:05 Generative Adversarial Tutorial
02:31:27 What are GANS
02:32:28 Transformers in AI
02:44:57 LSTM Tutorial
02:46:21 Large Language Models Tutorial
03:47:34 What is Machine Learning
04:44:06 Machine Learning Tutorial
06:49:29 Reinforcement Learning Tutorial
10:12:12 Recurrent Neural Network Tutorial
10:32:03 ChatGPT analyze Tutorial
10:40:56 LLM Benchmarking Tutorial
10:46:38 Open AI Strawberry Tutorial
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➡️ About Professional Certificate Program in Generative AI and Machine Learning
Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Hugging Face, Python, and more. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status.
Key Features:
✅ Program completion certificate from E&ICT Academy, IIT Guwahati
✅ Curriculum delivered in live virtual classes by seasoned industry experts
✅ Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering
✅ Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
✅ Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
✅ Eligibility for a campus immersion program organized at IIT Guwahati
✅ Exclusive hackathons and “ask-me-anything” sessions by IBM
✅ Certificates for IBM courses and industry masterclasses by IBM experts
✅ Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
✅ Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
Skills Covered:
✅ Generative AI
✅ Prompt Engineering
✅ Chatbot Development
✅ Supervised and Unsupervised Learning
✅ Model Training and Optimization
✅ Model Evaluation and Validation
✅ Ensemble Methods
✅ Deep Learning
✅ Natural Language Processing
✅ Computer Vision
✅ Reinforcement Learning
✅ Machine Learning Algorithms
✅ Speech Recognition
✅ Statistics
Learning Path:
✅ Program Induction
✅ Programming Fundamentals
✅ Python for Data Science (IBM)
✅ Applied Data Science with Python
✅ Machine Learning
✅ Deep Learning with TensorFlow (IBM)
✅ Deep Learning Specialization
✅ Essentials of Generative AI, Prompt Engineering & ChatGPT
✅ Advanced Generative AI
✅ Capstone
Electives:
✅ ADL & Computer Vision
✅ NLP and Speech Recognition
✅ Reinforcement Learning
✅ Academic Masterclass
✅ Industry Masterclass
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Read the full list of tips: http://builder.io/blog/claude-code
MIT 6.622 Power Electronics, Spring 2023
Instructor: David Perreault
View the complete course (or resource): https://ocw.mit.edu/courses/6-....622-power-electronic
YouTube Playlist: https://www.youtube.com/playli....st?list=PLUl4u3cNGP6
The primary function of power electronic circuits is the processing and control of electrical energy. This class discusses the history, evolution, needs, and goals of power electronics.
License: Creative Commons BY-NC-SA
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Sebastian's books: https://sebastianraschka.com/books/
The lecture slides are available at: https://github.com/rasbt/stat4....53-deep-learning-ss2
Covers some of the basics of recurrent neural networks. In particular, this lecture covers
RNNs and Sequence Modeling Tasks: 00:00
Backpropagation Through Time: 20:23
Long-short term memory (LSTM): 31:42
Many-to-one Word RNNs: 45:16
Generating Text with Character RNNs: 50:45
Attention Mechanisms and Transformers: 1:00:09
Deep learning currently provides state-of-the-art performance in computer vision, natural language processing, and many other machine learning tasks. In this talk, we will learn when deep learning is useful (and when it isn't!), how to implement some simple neural networks in Python using Theano, and how to build more powerful systems using the OpenDeep package.
Our first model will be the 'hello world' of deep learning - the multilayer perceptron. This model generalizes logistic regression as your typical feed-forward neural net for classification.
Our second model will be an introduction to unsupervised learning with neural nets - the denoising auto-encoder. This model attempts to reconstruct corrupted inputs, learning a useful representation of your input data distribution that can deal with missing values.
Finally, we will explore the modularity of neural nets by implementing an image-captioning system using the the OpenDeep package.
Markus Beissinger
Recent graduate from the Jerome Fisher Program in Management and Technology dual degree program at the University of Pennsylvania (The Wharton School and the School of Engineering and Applied Science), and current Master's student in computer science. Focus on machine learning, startups, and management.
Slides: http://goo.gl/P9QGnV
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🔥Generative AI Course: Masters Program: https://www.edureka.co/masters....-program/generative-
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Join us for the AI & ML Full Course 2026, a complete live tutorial hosted by edureka! designed to help you master Artificial Intelligence and Machine Learning from the ground up. This live session will guide you through key concepts such as supervised and unsupervised learning, deep learning, neural networks, natural language processing, and real-world model deployment. Whether you're a beginner looking to enter the world of AI or a professional aiming to enhance your skills, this course is structured to make complex topics easy to understand. Using hands-on projects and Python-based examples, you’ll gain the practical knowledge needed to build intelligent systems and data-driven applications. This session is ideal for students, job seekers, developers, and tech enthusiasts who want to stay ahead in the AI/ML landscape in 2025. Make sure to join live to engage with instructors in real time and earn your certificate of participation. Subscribe to our channel and turn on notifications so you don’t miss this powerful learning experience.
00:00:00 Introduction
00:01:47 What is Artificial Intelligence?
00:07:49 Types of Artificial Intelligence
00:18:56 AI vs Machine Learning vs Deep Learning
00:32:41 Artificial Intelligence with Python
02:11:47 What is Machine Learning?
02:23:29 Types of Machine Learning Models
02:30:35 Machine Learning Algorithm
02:52:29 Linear Regression Algorithm
02:59:55 Logistic Regression Algorithm
03:47:04 Linear Regression Vs Logistic Regression
03:50:35 Decision Tree Algorithm
04:36:09 Random Forest
05:01:24 KNN Algorithm
05:33:47 Naive Bayes Classifier
05:55:28 Support Vector Machine
06:20:59 K- Means Clustering Algorithm
06:44:19 Hierarchical Clustering
06:50:41 Apriori Algorithm Explained
07:08:11 What is Deep Learning?
07:30:14 Artificial Neural Network
08:02:35 Convolutional Neural Network
08:23:06 Recurrent Neural Networks
08:52:02 LSTM Explained
09:45:59 Transformers Neural Networks Explained
09:56:02 What are GANs?
10:08:22 Future of AI/ML
10:22:58 Artificial Intelligence Interview Questions & Answers
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