Data Science
What is Data Science?
Data Science is an interdisciplinary field that combines statistics, programming, and domain knowledge to extract meaningful insights and knowledge from structured and unstructured data. It involves data analysis, visualization, machine learning, and predictive modeling to solve complex problems and support decision-making.
Advanced Data Science Course Objectives:
- Master advanced machine learning algorithms and deep learning techniques.
- Develop expertise in big data tools like Hadoop and Spark.
- Learn advanced data visualization and storytelling methods.
- Gain proficiency in deploying data science models to production.
- Solve real-world problems with hands-on projects and case studies.
Data Science Training (5 Weeks)
Master the tools and techniques for analyzing data and making data-driven decisions. Our training program covers:
- Python for Data Science: Data structures, libraries like Pandas, NumPy, and Matplotlib.
- Data Wrangling and Cleaning: Techniques to preprocess and clean data.
- Exploratory Data Analysis (EDA): Insights through data visualization and statistics.
- Machine Learning Basics: Regression, classification, and clustering.
- Big Data Fundamentals: Introduction to Hadoop and Spark for large-scale data processing.
- Capstone Project: Real-world application of data science skills.