The Data Science with Python Course educate you to grasp the concepts of Python programming and would help you to acquire the knowledge of data visualization, data analysis, Machine Learning, Time Series Analysis, web scraping, and Natural Language Processing (NLP) and for applications like natural language processing (NLP) and sentiment analysis software development teams choose Python because it provides vast collection of libraries that aid to resolve complex organizational problem easily. Python provides great libraries like Numpy, Pandas, Matplotlib, Scipy, Scikit to tackle with data science applications.
Data scientist uses Python for various data science projects/application as it is one of the best language and it provides great capabilities to deal with mathematics, statistics and scientific function. Also, Python Data Science course will help you in learning the essential aspects of Artificial Intelligence. You would able to direct your machine based on real-life scenarios using Machine Learning Algorithms. After course completion you will be proficient in tools of Data Science with python.
Module 1: Introduction to Python
Module 2: File Operations and data types
Module 3: Exception management and functions in Python
Module 4: Introduction to NumPy, Pandas and Matplotlib
Module 5: Data Manipulation
Module 6: Machine Learning and its types.
Module 7: Supervised Learning Techniques
Module 8: Dimensionality Reduction Technique
Module 9: Types of clustering
Module 10: Data Mining and Recommendation Systems
Module 11: Time Series Analysis in Python
Module 12: Q Learning model and Reinforcement Learning
Module 13: Model Selection and Boosting algorithm using python