Datascience With Python

• Exploratory Data Analysis(EDA) | Data Analysis on Movie Lens Dataset
• Exploratory Data Analysis(EDA) | Data Analysis on 311, NewYork Service Request Calls
• Basics of Sentimental Analysis on Tweets | Machine Learning
• Sentimental Analysis using Natural Language Processing | Machine Learning | Document Classification
• Text feature extraction | Representing Text as Numerical Data | NLTK
• Natural Language Processing with Python | NLTK
• Unsupervised Learning | Clustering | Machine Learning | Sci-kit-Learn | Part-5
• Model Evaluation Metrics | Machine Learning | Scikit-Learn | Part-4
• Supervised Learning | Linear Regression | Machine Learning | Scikit-Learn | Part-3
• Supervised Learning| Model Evaluation Procedures | Cross Validation | Machine Learning | Sci-kit-Learn | Part-2
• Supervised Learning | K-nearest neighbors | Logistic Regression | Machine Learning | Sci-kit Learn | Part-1
• Basic Python | Scientific computing with Python
• Basic Python | Data Manipulation with Pandas
• Basic Python | Data Visualization Using matplotlib
• Basic Python | Numpy for Mathematical Computing
• Basic Python | Comprehension Types
• Basic Python | Exception Handling with try except Statements
• Basic Python | String Manipulation & Regular Expressions
• Basic Python | Functions
• Basic Python | Control Flow Statements
• Basic Python | Data types and Data Structures
• Introduction and Installation of Python
• Data Science | Data Analytics