Training

Python for Data Science

Kickstart your learning of Python for data science.

Python for Data Science

Duration: 3 days | 18 hours

Available delivery methods:

Classroom

Kickstart your learning of Python for data science.

Course Information

This introduction to Python for Data Science will kickstart your learning of Python for data science.

Key areas covered on the course include:

 Introduction

Learn what data scientists do, receive an introduction to Python’s most common data science libraries, and get hands on practice working with data.

 Problem Set 1: Titanic Survivor Data

Practice using NumPy and Pandas to predict survival rates for Titanic passengers.

 Data Wrangling

Learn to access, process, and clean different types of data.

Problem Set 2: Wrangling Subway Data

Practice your data wrangling skills with data.

Data Analysis

Get an introduction to important data analysis tools used by data scientists, including statistical tests and machine learning models.

Problem Set 3: Analyzing Subway Data

Apply statistics and machine learning to a dataset.

Data Visualization

Learn when to use different plot types, how to encode different types of data, and get practical advice on how to visually represent your data in meaningful ways.

 Problem Set 4: Visualizing Subway Data

Apply data visualization techniques to explore and explain a dataset.

 MapReduce

Learn how to work with massive amounts of data using MapReduce and other big data tools. 

Problem Set 5: MapReduce on Subway Data

Practice using MapReduce.

Prerequisites

 

What is the experience of my instructor?

All our course instructors are confident, with many years of teaching experience.

Does this course include a certificate?

 The candidates will receive a certificate of attendance upon completion of the course

Learners taking this course are:

  • Data Analysts
  • Data Scientists
  • Risk Managers
  • Business Analysts
  • Geologists

What key skills will I gain in this course?

  • Data Science
  • Python Programming
  • Numpy
  • Pandas

Do you offer In-house corporate training?

We offer corporate trainings for a minimum number of 6 participant at your preferred venue.

Find out more


Or call us now
+254 20 222 95 66
+254 716 56 88 99
+254 732 56 88 99

 

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P.O.Box 51269-00100
Nairobi, Kenya

agsdix-smt2-local-phone

+254 20 222 95 66

+254 716 56 88 99
+254 732 56 88 99

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