├── 01. Introduction To Data Science └── Introduction To Data Science.ipynb ├── 02. Introduction to Python ├── 1. Variables.ipynb ├── 2. Python numbers.ipynb ├── 3. Arithmetic Operators.ipynb ├── 4. Taking inputs.ipynb ├── Assignment.ipynb └── Introduction to Python.pdf ├── 03. Conditionals and Loops ├── 1. Operators & Else If.ipynb ├── 2. Nested Conditionals & While Loop.ipynb ├── 3. Primality Checking .ipynb ├── Assignment.ipynb └── Conditionals and Loops.pdf ├── 04. Patterns ├── 1. Patterns.ipynb ├── 2. Square Patterns.ipynb ├── 3. Triangular patterns.ipynb ├── 4. Character Patterns.ipynb ├── 5. Reversed Pattern & iso.ipynb ├── Code.ipynb ├── Patterns-1.pdf └── Patterns-2.pdf ├── 05. More on Loops ├── 1. forloop.ipynb ├── 2. break, continue, pass.ipynb ├── Assignment.ipynb └── More On Loops.pdf ├── 06. Strings, List & 2D List ├── 01. Strings.ipynb ├── 02. Iteration & Comparison Operator on Strings.ipynb ├── 03. Operation on Strings.ipynb ├── 04. Lists.ipynb ├── 05. Looping, Negative indexing & Sequencing on list.ipynb ├── 06. Taking input in list.ipynb ├── 07. More on Lists.ipynb ├── 08. MultiDimensional Lists.ipynb ├── 09. List Comprehension.ipynb ├── 10. Input of 2D list .ipynb ├── Assignment.ipynb ├── Lists.pdf ├── Strings.pdf └── Two Dimensional Lists.pdf ├── 07. Functions ├── 1. Functions.ipynb ├── 2. Scope of Variables.ipynb ├── 3. Default parameters in functions.ipynb └── Functions.pdf ├── 08. Tuples, Dictionary And Sets ├── 01. Tuples.ipynb ├── 02. Tuples Function.ipynb ├── 03. Variable length Input and Output.ipynb ├── 04.Intro Dictionary.ipynb ├── 05. Access & Looping element in Dictionary.ipynb ├── 06. Adding Or Removing Data In Dictionary.ipynb ├── 07. Print All Words With Frequency K.ipynb ├── 08. Sets.ipynb ├── 09. Functions of Sets.ipynb ├── 10. sum of all unique numbers in list.ipynb ├── Assignment.ipynb └── Tuples, Dictionaries, And Sets.pdf ├── 09. Object Oriented Programming Systems(OOPs) ├── 01. OOPs.ipynb ├── 02. Self Parameter.ipynb ├── 03. Static Method.ipynb ├── 04. Init Method.ipynb ├── 05. Inheritance - Basics Of Inheritance.ipynb ├── 06. Inheritance And Private Members -Continue.ipynb ├── 07. Polymorphism .ipynb ├── 08. Object Class.ipynb ├── 09. Multiple Inheritance & Method Resolution Order.ipynb ├── 10. Operator Overloading.ipynb ├── 11. Abstract Classes.ipynb ├── 12. Errors And Exceptions.ipynb ├── 13 .Intro To Exception Handling.ipynb ├── 14. Handling Multiple Exceptions.ipynb ├── 15. Custom Exceptions.ipynb ├── 16. Else And Finally.ipynb ├── Object-Oriented Programming (OOPS-1).pdf ├── Object-Oriented Programming (OOPS-2).pdf └── Object-Oriented Programming (OOPS-3).pdf ├── 10. Working With Files ├── Assignment.ipynb ├── Code.ipynb └── Working With Files.ipynb ├── 11. NumPy ├── Assignment .ipynb ├── Code.ipynb └── NumPy.ipynb ├── 12. Pandas ├── Assignment.ipynb ├── Code.ipynb └── Pandas.ipynb ├── 13. Plotting Graphs ├── Assignment.ipynb ├── Code.ipynb └── Plotting Graphs.ipynb ├── 14. Structured Query Language(SQL) - Basic └── SQL Basic.pdf ├── 15. Structured Query Language(SQL) - Advance └── SQL Advanced.pdf ├── 16. Indexing And SQLite ├── Assignment .ipynb ├── Code.ipynb └── Indexing And SQLite.pdf ├── 17. Application Programming Interfaces(APIs) - I ├── API - 1.pdf └── Code.ipynb ├── 18. Application Programming Interfaces(APIs) - II ├── API - 2.pdf ├── Assignment .ipynb └── Code.ipynb ├── 19. Web Scraping - BeautifulSoup ├── Assignment .ipynb ├── Code.ipynb └── Web Scraping - BeautifulSoup.pdf ├── 20. Web Scraping - Selenium └── Web Scraping - Selenium.pdf ├── 21. Web Scraping - Advanced Selenium └── Web Scraping - Advanced Selenium.pdf ├── 22. Statistics └── Statistics.pdf ├── 23. Descriptive Statistics └── Descriptive Statistics.pdf ├── 24. Introduction to Inferential Statistics └── Introduction to Inferential Statistics.pdf ├── 25. Inferential Statistics : Hypothesis Testing └── Inferential Statistics : Hypothesis Testing.pdf ├── 26. Introduction to Machine Learning └── Introduction to Machine Learning.ipynb ├── 27. Linear Regression └── Linear Regression.ipynb ├── 28. MultiVariable Regression And Gradient Descent └── MultiVariable Regression And Gradient Descent.ipynb ├── 29. Feature Scaling └── Feature Scaling.ipynb ├── 30. Logistic Regression └── Logistic Regression.ipynb ├── 31. Classification Measures └── Classification Measures.ipynb ├── 32. Decision Trees - I └── Decision Trees - 1.ipynb ├── 33. Decision Trees - II └── Decision Trees - 2.ipynb ├── 34. Random Forests └── Random Forests.ipynb ├── 35. Naive Bayes └── Naive Bayes.ipynb ├── 36. K-Nearest Neighbours(K-NN) └── KNN.ipynb ├── 37. Support Vector Machine(SVM) └── SVM.ipynb ├── 38. Principal Component Analysis(PCA) - I └── PCA - 1 .ipynb ├── 39. Principal Component Analysis(PCA) - II └── PCA - 2.ipynb ├── 40. Natural Language Processing(NLP) └── NLP.ipynb ├── 41. Neural Networks └── Neural Networks.ipynb ├── 42. Tensor Flow └── TensorFlow.ipynb ├── 43. Keras └── Keras.ipynb ├── 44. Convolutional Neural Network(CNN) - I └── CNN - 1.ipynb ├── 45. Convolutional Neural Network(CNN) - II └── CNN - 2.ipynb ├── 46. Recurrent Neural Network(RNN) └── RNN.ipynb ├── 47. Long Short-Term Memory(LSTM) └── LSTM.ipynb ├── 48. Unsupervised Learning - I └── Unsupervised Learning - 1.ipynb ├── 49. Unsupervised Learning - II └── Unsupervised Learning - 2.ipynb ├── 50. Introduction to Data Visualization └── Introduction to Data Visualization.pdf ├── 51. Getting Familiar with Tableau └── Getting Familiar with Tableau.pdf ├── 52. Tableau Visualizations └── Tableau Visualizations.pdf ├── 53. Seaborn └── Seaborn .ipynb ├── 54. Git └── Git.pdf ├── Project : Case Study (Part - I) └── Assignment.ipynb ├── Project : Cifar10 ├── file.csv └── notebook_cifar10_.ipynb ├── Project : Decision Tree Implementation └── DT Implementation.zip ├── Project : Gradient Descent ├── GradientDescent-BostonDataset.ipynb └── Prediction.csv ├── Project : InstaBot - I └── Project_InstaBot_Part_I.rar ├── Project : InstaBot - II └── Project_InstaBot_Part_2.rar ├── Project : Logistic Regression ├── LogisticRegression-TitanicDataset.ipynb └── titanicpredicted.csv ├── Project : Text Classification └── Project- Text Classification.zip ├── Project : Twitter Sentiment Analysis ├── TwitterSentimentAnalysisonUSAirlineTweets.ipynb └── pred.csv ├── Project : Zomato API - I └── Assignment.ipynb ├── Project : Zomato API - II └── Project_Zomato_API _II.rar └── README.md /01. 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