Python Data Science with Python

Data Science with Python

Catalog: Python
Short name: Data Science with Python - 2023
Course start date: 2024-07-02
Paystack
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Description

Data visualization is understanding the significance of data by placing it in a visual context. Patterns, trends that might go unnoticed in text-based data can be exposed and recognized easier with data visualization software. It basically involves presentation of data in a pictorial or graphical format.


Through this training we are going to learn how to use Python to create fascinating data visualizations.


The training includes the following;


1. Introduction to Data Visualization


2. Development Setup3. Language Learning Bridge between Python and JS


4. Reading and Writing Data with Python


5. Webdev 101


6. Getting Data off the Web with Python


7. Heavyweight Scraping with Scrapy


8. Plotting and Visualization


9. Data Aggregations and Group operations


10. Financial and Economic Data Application

Course Duration:-4h 22m

Sections

General
0 activities

Introduction to Data Visualization
Understanding Data Science
Python Environment Framework
Various Python Scripts
Concept of Advanced Python
Creating Functions for Python
Creating a New Library
Creating Bar Charts
Analysis on Line Chart
Understanding Scattered Plots
Vector Spaces in Linear Algebra
Matrices in Linear Algebra
Analysing Statistical Data
Understanding Central Tendencies
Dispersion for Data
Probability in Discreet Mathematics
Normal Distribution Curve
Example for Normal Distribution Curve
Central Limit Theorem
Concept of Hypothesis
Example on Hypothesis Testing
Defining the Next Value
Principle of P Hacking
Understanding Bayesian Inference
Line of Best Fit
Datascience with Gradient Descent
Example on Gradient Descent
Value Import
Output Functions for Gradient
Working with Data Analysis
Creating Normal Histogram
Two Dimensional Graph
Multiple Scatter Plots
Analyzing Data Sets
Learnig Box Plots
Overview and Conclusion
Course Certificate
Course Certificate
Secure Video
36
Certificate
2
Cost: 5000
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Course Duration:-4h 22m