SkillFactory_lessons

block 09 [text]

• collections counter and defaultdict [text]
• collections Deque and OrderedDict [text]
• collections practice [text]
• array [text]
• array fuctions [text]
• array practice [text]
• vectors [text]
• numpy [text]
• numpy practice [text]
• random numbers [text]

block 10 [text]

• pandas Series and Series practice [text]
• pandas DataFrame and DataFrame practice [text]
• pandas various data sources [text]
• pandas practice with data: real estate [text]
• pandas statistics methods [text]
• pandas filtering data in DataFrame [text]
• pandas practice [text]

block 11 [text]

• pandas basic techniques for working with data [text]
• pandas datetime and practice [text]
• pandas creating and editing columns using the function [text]
• pandas category [text]
• pandas practice [text]

block 12 [text]

• pandas sorting dataframe [text]
• pandas grouping dataframe [text]
• pandas pivot tables [text]
• pandas concatenation of DataFrame [text]
• pandas practice [text]

block 13 [text]

• pandas preparation of new data (covid19) [text]
• pandas visualization features [text]
• pandas Matplotlib features [text]
• pandas seaborn features [text]
• pandas plotly features [text]
• how choose visualization type [text]
• pandas visualization practice [text]

block 14 [text]

• pandas new data (apartments data by Sber) [text]
• pandas how to find NaN [text]
• pandas NaN processing methods [text]
• pandas anomaly values in data [text]
• pandas processing duplicates and non-informative features [text]
• pandas practice [text]

block 15 [text]

• python classes & instance, attributes and methods [text]
• python classes practice examples [text]
• python classes path [text]
• python try-except [text]
• markdown [text]
• git comands [text]
• gitignore and remote repository [text]
• git branch []