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BECOME A PYTHON DATA SCIENTIST


EduCBA

Summary

Price
£149 inc VAT
Or £49.67/mo. for 3 months...
Study method
Online
Duration
26 hours · Self-paced
Qualification
No formal qualification
Additional info
  • Tutor is available to students

Overview

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. In this training we are going to learn how to use Python to create fascinating data visualizations. The training includes Getting Data off the Web with Python, Heavyweight Scraping with Scrapy, Plotting and Visualization, Data Aggregations and Group operations, Financial and Economic Data Application.

Many of us have believe that statistics is one the next sexy jobs that is coming up in the career opportunities (this fact is vouched by even Hal Varian). Almost five years Tim O’Reilly said that data is the next big thing to happen in the world. But what exactly is data and why is it so important? And why is there so much importance being given to statistics and data in the world today? The web is full of apps that are driven by data.

Description

All the e-commerce apps and websites are based on data in the complete sense. There is database behind a web front end and middleware that talks to a number of other databases and data services. But the mere use of data is not what comprises of data science.

A data application gets its value from data and in the process creates value for itself. This means that data science enables the creation of products that are based on data. This training is a concept of statistical concepts that are very important to Data science domain and its application using Python.

Curriculum

Artificial Intelligence with Python

Machine Learning using Python

Statistics for Data Science using Python

Video Analytics Using Opencv and Python Shells

Pandas with Python Tutorial

Data Science with Python

Skills you will master

  • Data Science
  • Python
  • Data visualizations
  • Artificial Intelligence
  • Video Analytics
  • Opencv
  • Python Shells
  • Pandas
  • Machine Learning
  • Statistics
  • Linear Algebra
  • Probability
  • Gradient Descent
  • Predictive Analysis
  • Random Forest
  • Grid Search
  • Adaboost Regressor
  • Affinity Propagation Model
  • Gaussian Mixture Model
  • Classifiers
  • Heuristic Search
  • NLP
  • Color Models
  • Image Loading
  • Image Thresholding

Questions and answers


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AK asked:

I have seen your other course - Become a Python Developer. Please advise the main difference with regards to complexity of Python programming.

Answer:

Hello Become a Python Developer - Is for you to learn Python programming from scratch BECOME A PYTHON DATA SCIENTIST - Will require some knowledge of Python programming before hand If you are new to Python programming go with the first. Thanks Aatish

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FAQs

Study method describes the format in which the course will be delivered. At Reed Courses, courses are delivered in a number of ways, including online courses, where the course content can be accessed online remotely, and classroom courses, where courses are delivered in person at a classroom venue.

CPD stands for Continuing Professional Development. If you work in certain professions or for certain companies, your employer may require you to complete a number of CPD hours or points, per year. You can find a range of CPD courses on Reed Courses, many of which can be completed online.

A regulated qualification is delivered by a learning institution which is regulated by a government body. In England, the government body which regulates courses is Ofqual. Ofqual regulated qualifications sit on the Regulated Qualifications Framework (RQF), which can help students understand how different qualifications in different fields compare to each other. The framework also helps students to understand what qualifications they need to progress towards a higher learning goal, such as a university degree or equivalent higher education award.

An endorsed course is a skills based course which has been checked over and approved by an independent awarding body. Endorsed courses are not regulated so do not result in a qualification - however, the student can usually purchase a certificate showing the awarding body's logo if they wish. Certain awarding bodies - such as Quality Licence Scheme and TQUK - have developed endorsement schemes as a way to help students select the best skills based courses for them.