Course on
Data Science
Data Science course offered by VYOAM is for graduates and career professionals looking to build their career in data science & analytics. Candidates from the course are able to transition to roles such as business analysts, data analysts, data engineer, analytics engineer etc. by learning relevant data science techniques, tools and technologies and hands-on application through industry case studies.
Key Features
Gain experience with handson exercises
Instructor led training
Flexibility of learning in class or online
Industry exposure – Use Cases
Learn by doing – Assignments, Tasks
Curriculum – par with Industry
Innovative Approach – Discussions, Quiz, webinar
Project Based Learning Approach
Capstone Projects
Solutions for your skill gaps
Upskilling and Level Setting
Dedicating mentoring sessions from industry experts
Career Support
Industry valued Certificate
Schedule
| Batch | Mode | Time | Fee | |
|---|---|---|---|---|
| Weekends/ Weekdays | Online Training Instructor Led | Flexible | INR 30000/- | |
| Weekends/ Weekdays | Classroom Training | Flexible | INR 25000/- | 9841557655 |
Prerequisite : Python
Curriculum
- Numpy: Introduction
- Numerical operations on Numpy
- Pandas: Getting started with pandas
- Data Frame Basics, Key Operations on Data Frames,
- Review on Matrix Operations and Linear Algebra
- Sci-py: working with Scipy
- Scatter Plot, Line Chart, Histogram
- Bar Chart, Box plot, Heat Map
- Pair plot, scatter Matrix using Matplotlib
- Pandas Vizualization, Seaborn
- Statistics: Measuring central tendancy,
- Variance, Inferential Statistics
- Probability Distributions: Gaussian, Poisson Bernouli, Binomial, Uniform, Exponential
- Hypothesis Test: P test, t test, z-score, Chi-square test, ANOVA
- Time Series, Down sampling,
- Resampling, Upsampling
- Time deltas
- Time series forecasting with AR, MA, ARMA and ARIMA
- Multivariate Time Series
- Working with Different File formats – CSV, JSON, PDF, binary format, HDF5
- Interacting with data in Sql-Pysql with MysqlDB
- Interacting with data in Nosql -pymongo with MongoDB
- Data Cleaning
- Getting Started with Data Mining
- Affinity analysis
- Recommender Systems
- Prediction Analysis
- Capstone Project – I
- Capstone Project – II
Tools Covered
