Data Science:
| Machine Learning: | Classification Regression Reinforcement Learning Deep Learning Clustering Dimensionally Reduction |
| Programming Language: | Python R Java |
| Data Visualization: | Tableau Power BI Matplotlib GG Plot Seaborn |
| Data Analysis: | Feature Engineering Data Wrangling EDA |
| IDE: | Pycharm Jupyter Colaboratory Spyder R-Studio |
| Math: | Statistics Linear Algebra Differential Calculus |
| Web Scraping: | Beautiful Soup Scrapy URLLIB |
| Deploy | AWS AZURE |
Data science combines machine learning, data analysis, and visualization to extract insights from data. Popular programming languages include Python, R, and Java. Tools like Tableau, Power BI, and Matplotlib help present data effectively. Machine learning techniques such as classification, regression, and deep learning improve predictions. Platforms like AWS and Azure support deployment for real-world applications.
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