Python with Data Science

Learn Python with Data Science Course from Web Development Institute. In this professional and most demanding course you will learn Basic to Advance level of Python Programming, MY SQL Data Base, Data Science including Numpy, Pandas and Seaborn. Web Development Institute provides the Professional Training of Python with Data Science course with 100% Placement Assistance. After learning this course you can become a Python Developer, Data Scientist, Data Science Engineer, Software Developer. 

Python

• Install python on windows
• Variables in python
• Numbers
• Strings
• Lists
• Install PyCharm on Windows
• Debug Python code using PyCharm
• If Statement
• For loop
• Functions
• Dictionaries and Tuples
• Install Python Module (using pip)
• Modules
• Working With JSON
• if __name__ == "__main__"
• Exception Handling
• Class and Objects
• What is Jupyter Notebook?
• What is Anaconda?

What is Data Science?

• Data Science Roadmap
• Business Math & Statistics Using Excel For Data Analysts and Data Scientists

SQL

NumPy

• Numpy Introduction and Basic Operations
• Numpy Functions Tutorial np.ones, np.zeros, np.empty
• Numpy Functions - np.arange(), np.flatten(), np.ravel()
• Numpy Array Slicing Operations
• Numpy Mathematical Operations
• Numpy Trigonometric Operations
• Numpy Random Operations
• Numpy String Operations

Python Pandas

• What is Pandas python?
• Introduction and Installation
• Dataframe Basics
• Different Ways of Creating DataFrame
• Read Write Excel CSV File
• Handle Missing Data: fillna, dropna, interpolate
• Handle Missing Data: replace function
• Group By (Split Apply Combine)
• Concat Dataframes

Matplotlib

• Introduction and Installation
• format strings in plot function
• Axes labels, Legend, Grid
• Bar Chart
• Histograms
• Pie Chart

Seaborn

• Line Plot in Seaborn
• Dist Plot
• Scatter Plot
• Bar Plot
• Heatmaps in Seaborn