Structure of Data Science Course in Pune at Yess Infotech
Module 1: Introduction to Data Science
- Overview of Data Science and its importance
- Data Science lifecycle
- Tools and technologies used in Data Science
Module 2: Statistics and Probability
- Descriptive statistics
- Inferential statistics
- Probability distributions
- Hypothesis testing
Module 3: Data Manipulation and Analysis
- Data cleaning and preprocessing
- Exploratory Data Analysis (EDA)
- Data visualization techniques
- Introduction to data manipulation tools (Pandas, NumPy)
Module 4: Programming for Data Science
- Python programming basics
- Advanced Python for Data Science
- R programming basics (optional module)
- SQL for data retrieval and manipulation
Module 5: Machine Learning
- Introduction to Machine Learning
- Supervised learning algorithms (regression, classification)
- Unsupervised learning algorithms (clustering, association)
- Model evaluation and validation
Module 6: Advanced Machine Learning
- Ensemble methods (Random Forest, Gradient Boosting)
- Support Vector Machines (SVM)
- Neural Networks and Deep Learning
- Natural Language Processing (NLP)
Module 7: Big Data Technologies
- Introduction to Big Data
- Hadoop ecosystem
- Spark for Big Data processing
- NoSQL databases (MongoDB, Cassandra)
Module 8: Data Science Project Lifecycle
- Problem definition and data collection
- Data analysis and model building
- Model deployment and monitoring
- Case studies and real-world projects
Module 9: Tools and Technologies
- Jupyter notebooks
- Git and version control
- Docker for containerization
- Cloud platforms (AWS, Azure, Google Cloud)
Module 10: Capstone Project
- End-to-end Data Science project
- Applying all the learned concepts
- Presentation and evaluation
Data Science Syllabus: https://www.yessinfotech.com/data-science/
Best Data Science Course in Pune with Placement
Placement Benefits with Yess Infotech
1. Guaranteed Placement Assistance: Yess Infotech offers a placement guarantee, ensuring you secure a job after completing the course. The dedicated placement cell works tirelessly to connect you with top companies in the industry.
2. Resume Building and Interview Preparation: Receive comprehensive support in building an impressive resume and preparing for interviews. This includes mock interviews, feedback sessions, and tips from industry experts.
3. Access to a Vast Network: Leverage Yess Infotech’s strong industry connections and network with alumni and professionals. These connections can open doors to numerous job opportunities.
4. Regular Job Updates: Stay updated with the latest job openings through regular notifications and job alerts. Yess Infotech ensures you are aware of all relevant opportunities in the market.
5. Skill Enhancement Workshops: Participate in workshops and training sessions focused on enhancing your soft skills and technical knowledge. These sessions are designed to make you more competitive in the job market.
6. Internship Opportunities: Gain practical experience through internships offered by partner companies. Internships provide valuable industry exposure and can often lead to full-time positions.
7. Personalized Career Counseling: Benefit from one-on-one career counseling sessions to discuss your career goals, aspirations, and strategies to achieve them. Personalized guidance ensures you make informed career decisions..
8. Continuous Learning Support: Even after securing a job, Yess Infotech provides continuous learning support to help you stay updated with the latest trends and technologies in Data Science.
9. High Placement Record: Yess Infotech has a proven track record of successful placements in top companies, demonstrating the effectiveness of their training and placement support.
With Yess Infotech, you’re not just enrolling in a Data Science course; you’re investing in a future filled with opportunities and career growth. Join the best Data Science Course in Pune with placement at Yess Infotech and take the first step towards a successful career in Data Science.
