This is a repository that holds my Python programs
- Learning Python, 5th Edition :Get a comprehensive, in-depth introduction to the core Python language with this hands-on book. Based on author Mark Lutz’s popular training course, this updated fifth edition will help you quickly write efficient, high-quality code with Python. It’s an ideal way to begin, whether you’re new to programming or a professional developer versed in other languages.
- Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems :Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.
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Python Data Science Handbook: Essential Tools for Working with Data
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Introduction to Machine Learning with Python: A Guide for Data Scientists
| Program Name | Algorithm Name | Link to Program | Blog | YouTube |
|---|---|---|---|---|
| concatenate_file.py | Concatenate Multiple CSV files | Program | Blog | None |
| remove_empty_row.py | Removes Empty Rows | Program | Blog | None |
| replace_strings_with_numbers.py | Changes Strings in CSV to Numbers | Program | Blog | YouTube |
| Program Name | Algorithm Name | Link to Program | Blog | YouTube |
|---|---|---|---|---|
| scrape.py | Scrape Website Links | Program | Blog | YouTube |
| News_Article.py | Scrape & Summarize Article | Program | Blog | YouTube |
| Project Name | Program Name | Algorithm Name | Link to Program | Blog | YouTube |
|---|---|---|---|---|---|
| Sentiment Analysis | sentiment.py | Sentiment Analysis | Program | Blog | YouTube |
| Simple Linear Regression Ex | LinearRegression.py | Linear Regression | Program | Blog | YouTube |
| Car Classification | decisionTree.py | Decision Tree | Program | Blog | YouTube |
| Golf Predictions | Golf_Predictions.ipynb | Decision Tree | Program | Blog | YouTube |
| Predict Boston House Price | Predict_Boston_Housing_Price.ipynb | Linear Regression | Program | Blog | YouTube |
| Predict Stock Price | stock.ipynb | Linear Regression & SVR | Program | Blog | YouTube |
| Classify Iris Species | Logistic_Regression.ipynb | Logistic Regression | Program | Blog | YouTube |
| Predict Median House Price | Neural_Networks.ipynb | Deep Neural Networks | Program | Blog | YouTube |
| Classify Handwritten Digits | MNIST_ANN.ipynb | Artificial Neural Networks | Program | Blog | YouTube |
| Cluster NBA Basketball Players | Basketball_Data_Exploration.ipynb | KMeans | Program | Blog | YouTube |
| Predict FB Stock Price | SVM.ipynb | Support Vector Regression (SVR) | Program | Blog | YouTube |
| Breast Cancer Detection | Breast_Cancer_Detection.ipynb | Random Forest Classifier & Gaussian Naive Bayes & Logistic Regression & Decision Tree Classifier & SVC | Program | Blog | YouTube |
| Face Detection | face_detection.py | Open CV & Adaboost | Program | Blog | YouTube |
| Image Classification | cnn.ipynb | CNN | Program | Blog | YouTube |
| Classify Handwritten Digits CNN | mnist_cnn.ipynb | Convolutional Neural Networks | Program | Blog | YouTube |
| Spam Detection | Email_Spam_Detection.ipynb | Naive Bayes | Program | Blog | YouTube |
| Pima-Indians Diabetes | Diabetes.ipynb | Artificial Neural Networks | Program | Blog | YouTube |
| Movie Recommendation Engine | Movie_Recommendation.ipynb | Cosine Similarity | Program | Blog | YouTube |
| Article Text To Speech | Article_Text_To_Speech.py | NLP | Program | Blog | YouTube |
| AI Smart Dr.Chat Bot | smartbot.py | NLP | Program | Blog | YouTube |
| Neural Network Stock Prediction | lstm2.py | LSTM | Program | Blog | YouTube |
| Heart Disease Detection | cardiovascular_disease_detection.py | Random Forest | Program | Blog | YouTube |
| Employee Attrition | employee_attrition.py | Random Forest | Program | Blog | YouTube |
| Project Name | Program Name | Link to Program | Blog | YouTube |
|---|---|---|---|---|
| Python For Finance Simple Returns | simple_returns.py | Program | Blog | YouTube |
| Resume Scanner | resume_scanner.py | Program | Blog | YouTube |
| Python For Finance Portfolio Optimization | portfolio_optimization.py | Program | Blog | YouTube |
| Python For Finance Cryptocurrency Analysis | crypto_currency_analysis.py | Program | Blog | YouTube |
| Twitter Sentiment Analysis | Twitter_Sentiment_Analysis.ipynb | Program | Blog | YouTube |