November 15, 2024
Day 12- Google Colab Notebook

Day 12- Google Colab Notebook

Video by Pantech eLearning via YouTube
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Day 12- Google Colab Notebook

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✅Day 1- Python Programming – Fundamentals
✅Day 2- Python – Tools | Syntaxes & Data Structures
âś…Day 3- Machine Learning Concepts
âś…Day 4- Pandas Library – Introduction
✅Day 5- Pandas – Data Structures
âś…Day 6- Numpy library – Array Operations | Mathematical Functions
âś…Day 7- Numpy – Sort , Search and Counting Functions | Byte Swapping
âś…Day 8- Matplotlib , Histogram Using Matplotlib | I/O With Numpy
âś…Day 9- Matplotlib Library – Introduction , Pyplot API | Types Of Plots
âś…Day 10- Seaborn Library
âś…Day 11- SKLearn Library
âś…Day 12- Google Colab Notebook
âś…Day 13- Data Preparation & Visualisation
âś…Day 14- Data Normalization Techniques
âś…Day 15- Introduction to supervised learning algorithms.
✅Day 16-Liver Disease Prediction – Logistic Regression
✅Day 17-Flower Species Identification – SVM Algorithm.
✅Day 18-Fake news detection – Naïve Baye’s
âś…Day 19-Android malware – Decision tree Algorithm.
✅Day 20- Credit_card Fraud detection – Random Forest Algorithm
âś…Day 21- Employee Salary Prediction – Linear Regression Algorithm
✅Day 22- Advertisement and Sales Prediction – Multiple Linear Regression Algorithm.
✅Day 23- Agriculture Price Prediction – Random Forest Regression.
âś…Day 24- Flower Species Data Visualization – PCA
âś…Day 25- Market Basket Analysis – APRIARI
âś…Day 26- Hate Speech Detection – NLTK
âś…Day 27 – Loan Prediction Problem – XGBoost
âś…Day 28-Movie Review Classification- RNN
âś…Day 29-Digits Classification – CNN
✅Day 30-AI – Cart Pole – Reinforcement Learning

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