Course Description
1. Introduction to Data Science
- Understanding Data Science and its applications
- The role of a Data Scientist
- Overview of the Data Science process
2. Data Collection and Cleaning
- Methods of data collection
- Data cleaning techniques
- Handling missing data and outliers
3. Data Analysis and Visualization
- Descriptive statistics
- Data visualization tools and techniques
- Exploratory Data Analysis (EDA)
4. Programming for Data Science
- Python for data science
- Essential libraries: Pandas, NumPy, Matplotlib, and Seaborn
- Writing and optimizing data science code
5. Machine Learning
- Introduction to machine learning concepts
- Supervised vs unsupervised learning
- Regression, classification, clustering algorithms
- Model evaluation and improvement
6. Advanced Topics
- Deep learning and neural networks
- Natural Language Processing (NLP)
- Time series analysis
- Tensorflow
7. Practical Projects
- Real-world data science projects
- Industry-specific case studies
- Capstone project to showcase your skills
8. Career Guidance
- Building a data science portfolio
- Resume and interview preparation
- Networking and job search strategies
Why Choose CodersDaily Indore?
- Expert Instructors: Learn from industry professionals with extensive experience in data science.
- Hands-On Learning: Gain practical experience through real-world projects and case studies.
- Comprehensive Curriculum: Cover all essential topics in data science, from basics to advanced techniques.
- Flexible Learning: Choose from online or in-person classes to fit your schedule.
- Career Support: Receive guidance on building your career and finding job opportunities in data science.
Enroll Today
Join us at CodersDaily Indore and take the first step towards a successful career in data science. Our course is designed to provide you with the knowledge, skills, and confidence to thrive in this dynamic field. Enroll today and start your journey with us!
For more information, visit our website at CodersDaily Indore or contact us at info@codersdaily.com.
