Data Science Skills with Practical Mentorship
Duration
6 Months
Category
AI and Data Science
Language
English
Level
Medium
Time
10AM - 5PM
Rating
5
About Course
The Data Science course offered by Swivt Education is tailored to meet the needs of both aspiring data scientists and professionals looking to expand their expertise in data science and machine learning. The curriculum is designed to cover a wide range of topics, including data analytics, machine learning, and data visualization, providing students with a solid foundation in these critical areas. Through this program, students have the opportunity to explore common data structures and algorithms, along with modern tools essential for success in the field of data science. The course also emphasizes practical, real-world applications, ensuring that students are well-prepared to tackle the challenges of the industry.
Course Plan
Topics Covered
- Python Coding Fundamentals
- Conditional Statements
- Loops
- Exception Handling
Assignments:
- Mini Project
Topics Covered
- MySQL
- Set-up MySQL Service and Workbench
- SQL Access from Python
Assignments:
- Mini Project
Topics Covered
- Numerical Libraries: numpy, scipy, and pandas
- Accessing Data with APIs
- Scraping Data from Websites
Assignments:
- Mini Project
Topics Covered
- Foundations of Machine Learning
- Supervised Learning
- Unsupervised Learning
Assignments:
- Machine Learning Project
Topics Covered
- Natural Language Processing
- Tokenization
- Computer Vision (CNN)
- Image Processing
Assignments:
- Deep Learning Projects: NLP and CV
Topics Covered
- BI Tools: Tableau and Power BI
- Deployment and Containerization
Assignments:
- Data Engineering Project
Topics Covered
- Capstone Project Preparation
Assignments:
- Final Presentation at Demo Night
Topics Covered
- 1-on-1 Consultation
- CV and LinkedIn Profiles
- Interview Tutorial
- Presentation Skills: What and How to Share with Hiring Managers
Assignments:
- Resume
- LinkedIn Profile
What will you learn
- Build projects to add to your GitHub
- Pre-recorded content
- Real-client projects
- Graduation certificate
- 24/7 access to lecture recordings
Skills you will gain
- Learn Machine Learning algorithms through both in-class practical assignments and project-based learning
- Learn to use IDE and other collaborative tools to create interactive prototypes
- Complete 1 real-client project and present them to client panels for assessment
- Become job ready and connect with a network of Machine Learning experts and potential employers
- Personalized training and review sessions on your CV and LinkedIn profile
Choose a Swivt Education & Elevate your career
From world-class curriculum and professional mentors, to array of learning resources and amazing job opportunities, Swivt education has it all.
