Python Data Science
- Offered byThe knowledge academy
Python Data Science at The knowledge academy Overview
Duration | 3 days |
Start from | Start Now |
Total fee | ₹59,995 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
- Admission Process
Python Data Science at The knowledge academy Highlights
- Earn a certificate after completion of course
- Engage in activities, and communicate with your trainer and peers.
- With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success
- You’ll also get access to the MyTKA Training Portal
Python Data Science at The knowledge academy Course details
Software Developers
Data Analysts
Machine Learning Engineers
Product Managers
Business Analysts
Natural Language Processing Professionals
To empower delegates with essential Python programming skills for data science
To provide in-depth knowledge of three-dimensional function visualization techniques
To enable delegates to customize plot legends and colorbars for effective data representation
To teach the construction of arrays, working with Python lists and custom arrays
To enhance data manipulation skills, including reorganizing multi-indices and merging datasets
Python is an open-source programming language known for its premier status and robust capabilities. It is also renowned for its user-friendly nature and extensive libraries tailored for data manipulation and analysis
This versatile language course in India accommodates multiple programming paradigms, including object-oriented, functional, and structured programming
This Python Course in India is designed to instruct Software Developers and Data Scientists in the advanced principles of utilizing Python for Data Science Applications
Python Data Science at The knowledge academy Curriculum
Module 1: Introduction of Python
What is Python
What can be Done by Using Python Programming Language?
Why Python
Module 2: Working with IPython
Launching IPython Shell and Jupyter Notebook
Keyboard Shortcuts in the IPython Shell
Special Commands of Python
Pasting Code Blocks: %paste and %cpaste
Running External Code: %run
Timing Code Execution: %timeit
%magic and %Ismagic
IPython’s In and Out Objects
IPython and Shell Commands
Errors and Debugging
Profiling and Timing Code
Module 3: Introduction to NumPy
Understand Data Types in Python
NumPy Arrays
Universal Functions
Aggregations: Min, Max and more
Computation on Arrays: Broadcasting
Comparison, Boolean Logic, and Masks
Fancy Indexing
Sorting Arrays
NumPy’s Structured Array
Module 4: Working with Pandas
Installing and Using Pandas
Pandas Objects
Data Indexing and Selection
Operating on Data in Pandas
Handling Missing Data
Hierarchical Indexing
Concat and Append
Merge and Join
Aggregations and Grouping
Pivot Tables
Vectorized String Operations
Working with Time Series
eval() and query()
Module 5: Visualization with Matplotlib
Overview of Matplotlibs
Object Oriented Interface
Two Interfaces
Simple Line Plots and Scatter Plots
Visualizing Errors
Density and Contour Plots
Histograms, Binnings, and Density
Customizing Plot Legends
Customizing Color bars
Multiple Subplots
Text Annotation
Three-Dimensional Plotting in Matplotlib
Visualization with Seaborn
Python Data Science at The knowledge academy Admission Process
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