The following topics are covered in this module:
Sl No | TopicĀ |
1 | Data Science Overview |
2 | Data Analytics Overview |
3 | Statistical & Business Applications |
4 | Basics of Python |
5 | Installation of Anaconda3 & Jupyter Notebook |
6 | Basic Arithmetic & Logical Operators |
7 | List, Tuples, Dictionaries |
8 | Functions, Methods |
9 | Conditional statements ( IF, IF-ELSE, ELIF) |
10 | For, while, do-while loops in python |
11 | List Comprehension |
12 | NumPy |
13 | Pandas |
14 | Python for Data Science (Data Cleansing, Manipulation) |
15 | Exploratory Data Analysis (EDA) |
16 | Machine Learning with Python (Scikit-Learn) |
17 | Data Visualization in Python with Matplotlib |
18 | Project |
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