Data Science
Course Description
Master the Art of Data Analysis and Launch Your Data Science Career
This comprehensive program equips you with the essential skills and knowledge to become a sought-after data science professional.
Through a blend of online modules, live virtual sessions, hands-on projects, and personalized mentorship, you'll gain expertise in data interpretation, machine learning, and powerful programming languages like Python.
By the end of this course, you'll be well-equipped to launch a rewarding career in data science.
Course Prerequisites: A basic understanding of mathematics and computer science concepts is recommended.
Course Content & Modules:
The Data Science short course provides participants with a comprehensive introduction to the fundamental concepts and practical techniques used in data science. Beginning with basic statistical concepts and data manipulation in Python, participants will progress to exploratory data analysis, data visualization, and feature engineering. The course covers essential machine learning algorithms, including regression, classification, and clustering techniques, as well as model evaluation and validation methods. Throughout the course, emphasis is placed on hands-on learning through practical exercises and real-world case studies, enabling participants to gain practical experience in applying data science techniques to solve business problems. By the end of the course, participants will have acquired the skills and knowledge necessary to pursue further study or careers in the field of data science.
Course Duration: 6 Months Certification Course (4 Months Live Sessions and 2 Months Internship)
Tools Covered: Python, Power BI, Excel, NumPy, Pandas, Scipy, Seaborn, MySQL, & more
30
Training Hours
2
Certificates
1
Free Internship
180+
Students
Course Outline
Module 1: Data Analytics
- Emerging Technologies and Basics of Data Science
- Data Analysis using Microsoft Excel
- Data Wrangling and Analysis with SQL
- Effective Powerpoint Presentation
- Capstone Project: Build a report using Excel & SQL
- Statistics for Data Science
Module 2: Business Intelligence
- Data Visualization and Storytelling using Microsoft Power BI
- Capstone Project: Creating an interactive Power BI Dashboard
Module 3: Programming
- Python 3 Programming
- Data Analytics Using Python
- Machine Learning using Python
- Capstone Project: Build a machine learning model using Python
Module 4: Career Services
- Profile Building - GitHub, Blogs, Hackathons
- How to boost LinkedIn profile
- Career Counselling
- Interview Preparation
Career Opportunities
Upon successful completion of this program, you'll be prepared to pursue various exciting careers in data science, including:
- Data Analyst
- Business Analyst
- Data Scientist
- Machine Learning Engineer
- Data Visualization Specialist
Learners Profile
This program is ideal for enhancing your skills and becoming a valuable asset in the data science field. It caters to:
- Recent graduates with a background in computer science, mathematics, statistics, or a related field.
- Professionals seeking to upskill in data analysis, machine learning, and programming.
- Individuals pivoting their careers towards the booming data science industry.
Course Objectives
The objectives of the Data Science short course are to provide participants with a comprehensive introduction to the foundational principles and practical techniques used in data science. Throughout the course, participants will gain proficiency in Python programming for data analysis, explore essential data science libraries and tools, and learn how to conduct exploratory data analysis and feature engineering. Additionally, participants will be equipped with the knowledge and skills to apply machine learning algorithms for regression, classification, and clustering tasks, as well as understand model evaluation and validation methods. By the end of the course, participants will have the practical experience and theoretical understanding necessary to embark on further study or pursue careers in the field of data science.
Internships
This program culminates in a 2-month industry internship project. You'll gain practical experience by working alongside industry professionals on a real-world data science project.
This internship allows you to apply your newly acquired skills, build a strong portfolio, and enhance your resume, making you a more competitive candidate in the job market.
Smartzett Advantage
- Expert Instructors with Industry Experience: Learn from seasoned professionals who are actively shaping the data science landscape.
- Personalized Career Guidance (combines aspects of Career Coach and 1 on 1 Mentorship): Receive dedicated support from our career coaches to develop a winning resume, prepare for interviews, and land your dream data science job.
- Real-World Project Experience: Gain invaluable hands-on experience by working on a real-world industry project during your internship.
