Data Science with Pyathon
Data Science with python Courses are the coolest and most comprehensive way to kick start a career in the arena of analyzing, processing, and churning useful data patterns for the big organizations that performance with large data volume. Organizations are eager to pay three-fold of the typical salary to young and energetic talents and this can support them stay ahead of the curve. Our Data Science offline / online courses and classroom training help professionals make most of this prospect and reach the zenith of their careers.
The course program comprises 150+ hours of trainer led training from the top experienced faculty and equal amount of asynchronous readings. Significant additional time and effort will be necessary for the practice, self-study, combined activities, and projects.
Syllabus
Python
- Module – Python Basics
- Module – Python Data Structures
- Module – Python Programming Fundamentals
- Module – Working with Data in Python
- Module – Working with Numpy Arrays
Data Analysis libraries
- Module – Importing Datasets
- Module – Cleaning and Preparing the Data
- Module – Summarizing the Data Frame
- Module – Model Development
- Module – Model Evaluation
Data Visualization Libraries
- Module – Introduction to Visualization Tools
- Module – Basic Visualization Tools
- Module – Specialized Visualization Tools
- Module – Advanced Visualization Tools
- Module – Creating Maps and Visualizing Geospatial Data
Machine Learning
- Module – Introduction to Machine Learning
- Module – Regression
- Module – Classification
- Module – Unsupervised Learning
- Module – Recommender Systems
Project 1 : Products rating prediction
Domain : E-commerce
Project 2 : Demand Forecasting for XYZ
Domain : Retail