Python Mastery for Psychologists

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BehaviourGuide® Academy Artificial Intelligence + Psychology

2:00:04

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1. Setting Up

1. Introducing Python for Data-Analysis.mp4

10:18

2. Installing Anaconda.mp4

05:25

3. Opening and Running the first Jupyter Notebook.mp4

07:27

2. 7 Core Lessons in Python

1.1 python.zip

1. Introduction.mp4

01:57

2. Chapter 1 Libraries.mp4

04:27

3. Chapter 2 Lists and Dictionaries.mp4

06:47

4. Chapter 3 Functions.mp4

04:10

5. Chapter 4 Loops.mp4

04:59

6. Chapter 5 Variables.mp4

03:04

7. Chapter 6 Object-Oriented Programming.mp4

13:19

8. Chapter 7 Final Codes.mp4

06:01

3. Project-Based Learning

1.1 python .zip

1.2 therapy data.csv

1. Walkthrough.mp4

49:05

2. Assignment.html

3. Assignment 2.html

4. Bonus.mp4

03:05

Description

Data Analysis and Machine Learning Essentials

What You'll Learn?

Write Python scripts for data analysis tasks.
Construct data visualizations.
Implement Python code to read datasets.
Apply statistical operations on data using Python.
Describe the 6 core elements of Python for Data-Science.

Who is this for?

Psychology Students and Researchers who wish to learn Python for Machine Learning or Statistics

What You Need to Know?

No programming experience required. You will learn everything you need to know.

More details

Description
Welcome to our Python 3 Course tailored for Psychologists, hoping to get into AI/Machine Learning. Designed by Dr Chandril Ghosh, a chartered psychologist and a lecturer in Psychology (Computing), this course offers a quick introduction to Python, focusing on its application in psychological research and data analysis.
You'll start with the basics, setting up your Python environment compatible with all OS types (Windows, Mac and Linux). Progressively, dive into the six pivotal Python elements essential for data science. Engage with interactive notebooks to reinforce your learning, and cap it off with a milestone project. By the end, you'll be proficient in analyzing and visualizing psychological data using Python.
Learning Outcomes:
Write Python scripts for data analysis tasks.
Construct data visualizations.
Implement Python code to read datasets.
Apply statistical operations on data using Python.
Describe the 6 core elements of Python for Data-Science.
Additionally, you'll gain access to our supportive online community, acquire a certificate upon completion, and benefit from a 30-day money-back guarantee. Boost your research capabilities and add a valuable skill to your resume. Enroll now and step into the future of psychology data analysis.

Note: While this course introduces aspects of Machine Learning and Data Analysis, its primary focus is on equipping you with robust Python skills. Think of it as laying a solid foundation. Once you're comfortable with Python, you're welcome to delve deeper into Machine Learning via our platform (machinelearning behaviourguide).
Who this course is for:
Psychology Students and Researchers who wish to learn Python for Machine Learning or Statistics

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We are a small team of academic faculties from some of the leading Universities in the world excited to train Psychologists with Artificial Intelligence. In short, we train non-techies with data-analytic skills to make them more employable - in a short, practical, and easy way. Learn from the tutors who teach at Universities and learn using their rich curriculum.

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