- Reed courses certificate of completion - Free
Python Data Analyst Training
Next Learn Academy
**5 FREE Course OFFER** | Accredited by CPD | FREE PDF Certificates | Unlimited Access for 365 Days | No Hidden Fees
Summary
Overview
Certificates
Reed courses certificate of completion
Digital certificate - Included
Will be downloadable when all lectures have been completed
CPD
Curriculum
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Additional Materials & Code Files 01:00
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1: The Anaconda Distribution and the Jupyter Notebook 33:45
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2: Vectorizing Operations With NumPy 43:10
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3: Pandas: Everyone’s Favorite Data Analysis Library 55:28
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4: Visualization and Exploratory Data Analysis 1:20:13
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5: Statistical Computing With Python 28:09
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6: Introduction to Predictive Analytics Models 28:42
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Exam 26:00
Course media
Description
COURSE CURRICULUM
Module 01 : The Anaconda Distribution and the Jupyter Notebook
- The Course Overview
- The Anaconda Distribution
- Introduction to the Jupyter Notebook
- Using the Jupyter Notebook
Module 02 : Vectorizing Operations With NumPy
- NumPy: Python’s Vectorization Solution
- NumPy Arrays: Creation, Methods and Attributes
- Using NumPy for Simulations
Module 03 : Pandas: Everyone’s Favorite Data Analysis Library
- The Pandas Library
- Main Properties, Operations and Manipulations
- Answering Simple Questions about a Dataset
- Answering Simple Questions about a Dataset
Module 04 : Visualization and Exploratory Data Analysis
- Basics of Matplotlib
- Pyplot
- The Object Oriented Interface
- Common Customizations
- EDA with Seaborn and Pandas
- Analysing Variables Individually
- Relationships between Variables
Module 05 : Statistical Computing With Python
- SciPy and the Statistics Sub-Package
- Alcohol Consumption – Confidence Intervals and Probability Calculations
- Hypothesis Testing – Does Alcohol Consumption Affect Academic Performance?
- Hypothesis Testing – Do Male Teenagers Drink More Than Females?
Module 06 : Introduction to Predictive Analytics Models
- Introduction to Predictive Analytics Models
- The Scikit-Learn Library – Building a Simple Predictive Model
- Classification – Predicting the Drinking Habits of Teenagers
- Regression – Predicting House Prices
Learning outcomes
- To enhance your data analysis skills
- Be able to produce informative and useful visualizations for analysing data
- You’ll discover the concepts essential to use matplotlib in python and the exploratory data analysis to apply them in real-world dataset.
Method of assessment
Learners will take an online multiple-choice questions evaluation test at the end of the course. This online multiple-choice questionnaire will be graded immediately, so you'll know right away whether or not you passed the course.
Certification
Upon successful completion of the course, you will be awarded the certificate ‘Become a Python Data Analyst’.
Awarding body
CPD is a leading awarding body in the United Kingdom that meets an excellent standard of high-quality education. CPD is committed to enhancing proficiency and personal skills to develop learners’ skills and abilities. CPD ensures that both practical and academic qualifications will assist individuals to re-skill or up-skill and maintain a competitive advantage in their chosen industry.
Who is this course for?
- Individuals aspiring to or already in the fields of data analysis, data science, business intelligence, business analysis and web development
- Data analysts or data scientists interested in learning Python’s tools for doing data science
Requirements
- Learners should be over 16 years and have a basic understanding of English, ICT and numeracy
- A basic knowledge or experience in Python programming is required
Career path
Once you successfully complete this course you can apply for any prestigious position which offers you a lucrative salary. Furthermore it helps you to pursue further education on the subject and gain more experience in the field.
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Legal information
This course is advertised on Reed.co.uk by the Course Provider, whose terms and conditions apply. Purchases are made directly from the Course Provider, and as such, content and materials are supplied by the Course Provider directly. Reed is acting as agent and not reseller in relation to this course. Reed's only responsibility is to facilitate your payment for the course. It is your responsibility to review and agree to the Course Provider's terms and conditions and satisfy yourself as to the suitability of the course you intend to purchase. Reed will not have any responsibility for the content of the course and/or associated materials.
FAQs
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