Coding Projects
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Channel specialized for advanced concepts and projects to master:
* Python programming
* Web development
* Java programming
* Artificial Intelligence
* Machine Learning

Managed by: @love_data
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Datasets for Data Science Projects
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HTML CSS JS Project Ideas πŸ’™βœ¨

1. Personal Portfolio Website
2. Task Manager Application
3. Weather App
4. E-Commerce Product Slider
5. Interactive Quiz
6. To-Do List with Local Storage
7. Image Gallery
8. Calculator
9. Animated Landing Page
10. Personal Blogging Platform

Web Development Best Resources: https://topmate.io/coding/930165

ENJOY LEARNING πŸ‘πŸ‘
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VS Code Shortcuts
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How to create Frontend development Portfolio
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How to upload your project on GitHub πŸ‘‡πŸ‘‡
https://t.me/github_coding/37

Step by step approach explained
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API Architectural Styles πŸ‘†
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Essential Tools, Libraries, and Frameworks to learn Artificial Intelligence

1. Programming Languages:

Python

R

Java

Julia


2. AI Frameworks:

TensorFlow

PyTorch

Keras

MXNet

Caffe


3. Machine Learning Libraries:

Scikit-learn: For classical machine learning models.

XGBoost: For boosting algorithms.

LightGBM: For gradient boosting models.


4. Deep Learning Tools:

TensorFlow

PyTorch

Keras

Theano


5. Natural Language Processing (NLP) Tools:

NLTK (Natural Language Toolkit)

SpaCy

Hugging Face Transformers

Gensim


6. Computer Vision Libraries:

OpenCV

DLIB

Detectron2


7. Reinforcement Learning Frameworks:

Stable-Baselines3

RLlib

OpenAI Gym


8. AI Development Platforms:

IBM Watson

Google AI Platform

Microsoft AI


9. Data Visualization Tools:

Matplotlib

Seaborn

Plotly

Tableau


10. Robotics Frameworks:

ROS (Robot Operating System)

MoveIt!


11. Big Data Tools for AI:

Apache Spark

Hadoop


12. Cloud Platforms for AI Deployment:

Google Cloud AI

AWS SageMaker

Microsoft Azure AI


13. Popular AI APIs and Services:

Google Cloud Vision API

Microsoft Azure Cognitive Services

IBM Watson AI APIs


14. Learning Resources and Communities:

Kaggle

GitHub AI Projects

Papers with Code


Share with credits: https://t.me/machinelearning_deeplearning

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Project ideas for financial analytics portfolio
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Python Project Ideas πŸ’‘
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NumPy_SciPy_Pandas_Quandl_Cheat_Sheet.pdf
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Cheatsheet on Numpy and pandas for easy viewing πŸ‘€
ibm_machine_learning_for_dummies.pdf
1.8 MB
Short Machine Learning guide on industry applications and how it’s used to resolve problems πŸ’‘
1663243982009.pdf
349.9 KB
All SQL solutions for leetcode, good luck grinding 🫣
git-cheat-sheet-education.pdf
97.8 KB
Git commands cheatsheets for anyone working on personal projects on GitHub! πŸ‘Ύ
1655183344172.pdf
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Algorithmic concepts for anyone who is taking Data Structure and Algorithms, or interested in algorithmic trading πŸ˜‰
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