Getting Started with Data Science

• What is Data Science? in Data Science
  • Data Science vs. Data Analysis vs. Data Engineering in Data Science
  • Descriptive and Predictive Analytics in Data Science
  • Data Science Life Cycle in Data Science
  • Structured vs. Semi-Structured vs. Unstructured Data in Data Science
• Applications of Data Science in Data Science
  • Applications in Healthcare and Recommender Systems in Data Science
  • Image Analysis in Data Science
• Overview of Libraries in Data Science
  • Beautiful Soup (Scraping Data from Simple HTML) in Data Science
  • Beautiful Soup (Scraping Data from Html Table) in Data Science
  • Scrapy in Data Science
  • Numpy Basics in Data Science
  • Numpy Array Creation in Data Science
  • Numpy Array Manipulation in Data Science
  • Sorting Numpy Arrays in Data Science
  • Basic Statistics on Numpy Arrays in Data Science
  • Broadcasting in Numpy Arrays in Data Science
  • Pandas in Data Science
  • Spacy in Data Science
  • Seaborn in Data Science
• Data Manipulation with NumPy in Data Science
  • Introduction in Data Science
  • NumPy Arrays in Data Science
  • Math in Data Science
  • Random in Data Science
  • Indexing in Data Science
  • Filtering in Data Science
  • Statistics in Data Science
  • Aggregation in Data Science
  • Saving Data in Data Science
• Data Analysis with pandas in Data Science
  • Series in Data Science
  • DataFrame in Data Science
  • Combining in Data Science
  • File I/O in Data Science
  • Grouping in Data Science
  • Features in Data Science
  • Sorting in Data Science
  • Metrics in Data Science
  • Plotting in Data Science
  • To in Data Science
• Probability and Statistics in Data Science
  • Probability in Data Science
  • Joint Probability in Data Science
  • Conditional Probability and Bayes Theorem in Data Science
  • Measures of Locations in Data Science
  • Measures of Variability in Data Science
  • Probability Distributions (Binomial and Bernoulli Distributions) in Data Science
  • Gaussian Distribution in Data Science
  • Poisson Distribution in Data Science
  • Skewness and Kurtosis in Data Science
  • Sampling Methods in Data Science
  • Key Concepts in Statistics in Data Science
  • Statistical Hypothesis Testing in Data Science