Data Science
at SMART Courses
Learning at SMART Courses is backed by field professionals. Our aim is to keep students up-to-date with latest technology and trends.
Data Science
This is a complete course for anyone who wants to learn and implement Data Science.
We have limited seats so, interested candidates can contact us to register. The course will have up to 20 students in each group. We have two groups for this course. Course completion certificate will be provided at the end of the course.
Content
Assignment
Schedule
Tuition Fee
Content
- Introduction to Data Science
- Overview
- Components
- Industry Opportunities & Scope
- Scope: Data Analyst
- Scope: Machine Learning Expert
- Scope: Data Engineer
- Scope: Data Scientist
- Business Intelligence vs. Data Science
- Tools
- Machine Learning/AI
- Problem Solving
- Data Science Lifecycle
- Applications
- Introduction to Machine Language / AI
- Overview
- Significance
- Applications
- Benefits
- Drawbacks
- Categories
- AI
- Computer Vision
- Data Engineering
- Deep Learning
- Python for Data Analysis
- Installation
- Getting Started
- Jupyter Notebooks
- Libraries/Dependencies
- Data Analysis
- Implementation
- NumPy
- Pandas
- Keras
- TensorFlow
- SciKit
- MatplotLib
- Hyperparameters
- Feature Engineering
- Classification Model Generation
- Model Validation
- Data Pipelines
- Deep Learning
- Data Preparation
- Data Segmentation & Labeling
- Modeling and Test DataSets
- Model Performance
- Reporting
- Data Analytics
- Statistical Analysis
- Visualization
- Big Data
- Big Data Analytics
- Assistive Frameworks
Assignment
- Each day Task Assignment & Q/A
- Each weekend candidates will have Tests and Small Projects
Schedule
- 20 Students in one group
- Online – Morning to Afternoon Classes – Chicago Standard Time (CST)
- Alternate days up to 24 days long
- Group 1 – (Monday, Wednesday, Friday) 8:00 PM – 10:00 PM
- Group 2 – (Tuesday, Thursday, Saturday) 8:00 PM – 10:00 PM
Tuition Fee
- $800.00 for the entire course
- Contact us for registration and call at 847-877-0799