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Machine Learning Algorithm basics!
Support Vector Machines (SVM) vs k-Nearest Neighbors (k-NN)
#MachineLearning #algorithms #ML #DataScience #ArtificialIntelligence #AI
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Support Vector Machines (SVM) vs k-Nearest Neighbors (k-NN)
#MachineLearning #algorithms #ML #DataScience #ArtificialIntelligence #AI
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Machine Learning concepts - Intermediate Level.
Convolutional Neural Network (CNN) Layers: Convolution vs Pooling vs Fully Connected
#MachineLearning #NeuralNetwork #DeepLearning #ArtificialIntelligence #AI #Algorithms
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Convolutional Neural Network (CNN) Layers: Convolution vs Pooling vs Fully Connected
#MachineLearning #NeuralNetwork #DeepLearning #ArtificialIntelligence #AI #Algorithms
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To generate stunning maps from OpenStreetMap data in #Python, use Prettymaps. It enables map creation with minimal code and offers versatile customization options.
๐ Link to Prettymaps: bit.ly/3Ps02Qj
๐ Dive deeper into the post: bit.ly/3PxxJjm
https://t.me/CodeProgrammerโ๏ธ
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The popular free LLM course has just been updated.
This is a step-by-step guide with useful resources and notebooks for both beginners and those who already have an ml-base.
The course is divided into 3 parts:
#llm #course #opensource #ml
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The Roadmap for Mastering Machine Learning in 2025
Link: https://machinelearningmastery.com/roadmap-mastering-machine-learning-2025/
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Link: https://machinelearningmastery.com/roadmap-mastering-machine-learning-2025/
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Important [ Python Built-in Methods ] {CheatSheet}
#MachineLearning #NeuralNetwork #DeepLearning #ArtificialIntelligence #AI #Algorithms #python
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#MachineLearning #NeuralNetwork #DeepLearning #ArtificialIntelligence #AI #Algorithms #python
https://t.me/CodeProgrammer
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DS CHEAT SHEET PANDAS.pdf
2.4 MB
DS CHEAT SHEET PANDAS ๐ผ
#MachineLearning #Pands #DeepLearning #ArtificialIntelligence #AI #Algorithms #Python
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#MachineLearning #Pands #DeepLearning #ArtificialIntelligence #AI #Algorithms #Python
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Forwarded from Python Courses
Unlock a treasure trove of knowledge with our exclusive paid channel! For just $2 a month, gain access to thousands of valuable resources, including essential books and premium courses from Coursera and Udemy. Plus, dive into exciting paid projects! Enjoy hassle-free automatic payments via Telegram. Join us today! Link
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Fetch Trending Searches using Python ๐ฅ
#python #programming #developer #programmer #coding #coder #softwaredeveloper #computerscience #webdev #webdeveloper #webdevelopment #pythonprogramming #pythonquiz #ai #ml #machinelearning #datascience
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#python #programming #developer #programmer #coding #coder #softwaredeveloper #computerscience #webdev #webdeveloper #webdevelopment #pythonprogramming #pythonquiz #ai #ml #machinelearning #datascience
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Best Data Analyst Online Certifications!
https://www.mltut.com/data-analyst-online-certification-to-become-a-successful-data-analyst/
#MachineLearning #DeepLearning #BigData #Datascience #ML #HealthTech #DataVisualization #ArtificialInteligence #SoftwareEngineering #GenAI #deeplearning #ChatGPT #OpenAI #python #AI #keras #SQL #Statistics
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https://www.mltut.com/data-analyst-online-certification-to-become-a-successful-data-analyst/
#MachineLearning #DeepLearning #BigData #Datascience #ML #HealthTech #DataVisualization #ArtificialInteligence #SoftwareEngineering #GenAI #deeplearning #ChatGPT #OpenAI #python #AI #keras #SQL #Statistics
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Dear subscriber, we would like to thank you very much for supporting our channel, and as a token of our gratitude we would like to provide you with free access to Lisa's investor channel, with the help of which you can earn today
T.me/Lisainvestor
Be sure to take advantage of our gift, admission is free, don't miss the opportunity, change your life for the better.
You can follow the link :
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Free Artificial Intelligence Course for Beginners from Microsoft with Codes and Videos
https://github.com/microsoft/generative-ai-for-beginners
#AI #Microsoft #LearnAI #TechForBeginners #FreeCourse
Motivational Text:
Embark on your journey into the world of Artificial Intelligence with this free beginner-friendly course from Microsoft! Whether you're new to AI or looking to strengthen your foundational knowledge, this course offers step-by-step guidance, practical codes, and video tutorials to help you master the basics of generative AI. Start learning today and unlock your potential in the ever-evolving field of technology!โญ๏ธ ๐ป #AIForEveryone #TechEducation #FutureSkills
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https://github.com/microsoft/generative-ai-for-beginners
#AI #Microsoft #LearnAI #TechForBeginners #FreeCourse
Motivational Text:
Embark on your journey into the world of Artificial Intelligence with this free beginner-friendly course from Microsoft! Whether you're new to AI or looking to strengthen your foundational knowledge, this course offers step-by-step guidance, practical codes, and video tutorials to help you master the basics of generative AI. Start learning today and unlock your potential in the ever-evolving field of technology!
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ChatGPT cheat sheet for data science.pdf
29 MB
Title: ChatGPT Cheat Sheet for Data Science (2025)
Source: DataCamp
Description:
This comprehensive cheat sheet serves as an essential guide for leveraging ChatGPT in data science workflows. Designed for both beginners and seasoned practitioners, it provides actionable prompts, code examples, and best practices to streamline tasks such as data generation, analysis, modeling, and automation. Key features include:
- Code Generation: Scripts for creating sample datasets in Python using Pandas and NumPy (e.g., generating tables with primary keys, names, ages, and salaries) .
- Data Analysis: Techniques for exploratory data analysis (EDA), hypothesis testing, and predictive modeling, including visualization recommendations (bar charts, line graphs) and statistical methods .
- Machine Learning: Guidance on algorithm selection, hyperparameter tuning, and model interpretation, with examples tailored for Python and SQL .
- NLP Applications: Tools for text classification, sentiment analysis, and named entity recognition, leveraging ChatGPTโs natural language processing capabilities .
- Workflow Automation: Strategies for automating repetitive tasks like data cleaning (handling duplicates, missing values) and report generation .
The guide also addresses ChatGPTโs limitations, such as potential biases and hallucinations, while emphasizing best practices for iterative prompting and verification . Updated for 2025, it integrates the latest advancements in AI-assisted data science, making it a must-have resource for efficient, conversational-driven analytics.
Tags:
#ChatGPT #DataScience #CheatSheet #2025Edition #DataCamp #Python #MachineLearning #DataAnalysis #Automation #NLP #SQL
https://t.me/CodeProgrammerโญ๏ธ
Source: DataCamp
Description:
This comprehensive cheat sheet serves as an essential guide for leveraging ChatGPT in data science workflows. Designed for both beginners and seasoned practitioners, it provides actionable prompts, code examples, and best practices to streamline tasks such as data generation, analysis, modeling, and automation. Key features include:
- Code Generation: Scripts for creating sample datasets in Python using Pandas and NumPy (e.g., generating tables with primary keys, names, ages, and salaries) .
- Data Analysis: Techniques for exploratory data analysis (EDA), hypothesis testing, and predictive modeling, including visualization recommendations (bar charts, line graphs) and statistical methods .
- Machine Learning: Guidance on algorithm selection, hyperparameter tuning, and model interpretation, with examples tailored for Python and SQL .
- NLP Applications: Tools for text classification, sentiment analysis, and named entity recognition, leveraging ChatGPTโs natural language processing capabilities .
- Workflow Automation: Strategies for automating repetitive tasks like data cleaning (handling duplicates, missing values) and report generation .
The guide also addresses ChatGPTโs limitations, such as potential biases and hallucinations, while emphasizing best practices for iterative prompting and verification . Updated for 2025, it integrates the latest advancements in AI-assisted data science, making it a must-have resource for efficient, conversational-driven analytics.
Tags:
#ChatGPT #DataScience #CheatSheet #2025Edition #DataCamp #Python #MachineLearning #DataAnalysis #Automation #NLP #SQL
https://t.me/CodeProgrammer
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