Python for Data Analysis Online Training

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Jonathan Barrios

5:57:26

171 View

1. Python Development Environments.mp4

04:49

2. Code Editors and IDEs vs. Interactive Notebooks.mp4

11:28

3. Installing Google Colab.mp4

16:06

4. Installing Jupyter notebook with Anaconda.mp4

08:53

5. Managing Projects Environments with Conda.mp4

07:34

6. Running Anaconda with Docker.mp4

04:52

7. Introduction to Python Data Types.mp4

04:14

8. Data Types.mp4

12:18

9. Numbers and Bools.mp4

04:55

10. Strings and Keywords.mp4

05:56

11. Collections.mp4

09:30

12. Code Challenge.mp4

08:59

13. Introduction to Python Numbers.mp4

01:42

14. Variables.mp4

09:35

15. Math Operators.mp4

13:22

16. Math with Python.mp4

11:04

17. Boolean Values.mp4

07:07

18. Code Challenge.mp4

04:30

19. Introduction to Strings.mp4

01:19

20. Working with Strings.mp4

01:19

21. Indexing and Slicing Strings.mp4

09:51

22. String Methods.mp4

08:35

23. Strings Code Challenge.mp4

06:17

24. Introduction to Python Functions.mp4

01:10

25. Python Operators.mp4

15:06

26. Functions and If Statements.mp4

14:51

27. Python Scope.mp4

10:25

28. Functions Code Challenge.mp4

07:52

28. Pseudocode.mp4

06:48

30. Introduction to Python Loops.mp4

01:55

31. If, elif, and else.mp4

09:43

32. For Loops.mp4

11:35

33. While Loops.mp4

10:29

34. Code Challenge.mp4

16:06

35. Introduction to Python Collections.mp4

01:18

36. Lists.mp4

19:26

37. List Methods.mp4

19:35

38. Dictionaries.mp4

06:09

39. Dictionary Methods.mp4

06:43

40. Code Challenge.mp4

11:07

41. Data Analysis Preview with pandas.mp4

12:53

Description

This entry-level Python for Data Analysts training prepares learners to master what is easily the best programming language in the world for data analysis: Python and its data analysis libraries.

Good data analysis makes sense of the past, guides present action and can even predict the future – Python puts all that possibility within reach. And doing data analysis with Python almost always requires a good foundation in Python and comfort in its libraries like Pandas, NumPy and even IPython.

More details

Python is the world's leading programming language for data analysis for a reason: it's versatile, powerful, intuitive, relatively easy, and the open source language has libraries and add-ons that are kept up-to-date by programmers and analysts all over the world. You can learn it and master it for data analysis with this course.

For anyone who manages their Python training, this Python training can be used to onboard new aspiring data analysts, curated into individual or team training plans, or as a Python reference resource.

Python for Data Analysts: What You Need to Know

This Python for Data Analysis training covers Python topics including:

Analyzing data with Python and Python libraries special made for data analysis
Identifying and acquiring the right data and types of data with Python
Performing simple and complex statistical analyses
Generating data visualizations and creating charts automatically
Using Python to predict future trends from data

Who Should Take Python for Data Analysts Training?

This Python for Data Analysis training is considered specialist-level Python training, which means it was designed for aspiring data analysts.

New or aspiring data analysts. This course is perfect for someone who just wants to make their everyday job a bit better with data analysis as well as people hoping to start a career as a full-fledged data analyst. Learning Python for data analysis is the key to taking huge sets of data, making sense of them, and making better decisions â€“ and that's useful for anyone.

Experienced aspiring data analysts. If you've been working as a data analyst for a few years already, ask yourself how comfortable you are with Python, Pandas and NumPy. If you're even remotely uncertain about those libraries, why wouldn't you take a course that walks you through using the most powerful and popular data analysis languages and libraries and gives you plenty of chances to practice them?.

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Python

Data Science

Data Analysis

Jonathan Barrios

Instructor's Courses

"Helping aspiring data professionals learn about data and seeing them succeed is one of my greatest passions as a trainer. I love to learn, share my knowledge, and help others succeed—this is why I am passionate about being a trainer at CBT Nuggets."

Jonathan started his career as a full-stack developer and quickly became interested in combining his online education experience with his data science and machine learning knowledge. Jonathan has been a programmer, data analytics instructor, and curriculum writer for several leading online education platforms is excited to share his skills and education experience with aspiring data practitioners at CBT Nuggets.

Certifications: None

Areas of expertise: Full-stack software development, data analytics, data science, machine learning, and cloud technologies such as AWS and Google Cloud. HTML, CSS, JavaScript, PHP, Python, SQL, NoSQL, and frameworks/libraries such as Laravel, Vue, Tailwind, React, Gatsby, Django, NumPy, pandas, Matplotlilb, Scrappy, BeautifulSoup, SciPy, Seaborn, Plotly, Scikit-learn, Tensorflow, and PySpark.

CBT Nuggets

View courses CBT Nuggets

CBT Nuggets is renowned for providing innovative training that's informative, meaningful, and engaging. We provide a variety of training, primarily in IT, project management, and office productivity topics. Our comprehensive library contains thousands of training videos ranging from Cisco networking to Microsoft Word. Whether you want to pass a certification exam, increase your skills, or simply learn new things, we've got you covered! All of our training is delivered through high-quality online streaming video. Subscribers can train 24 hours a day, seven days a week, from the convenience of a computer or mobile device. CBT Nuggets trainers are the rock stars of training, renowned for their expertise, industry-wide credibility, and engaging personalities. They enable CBT Nuggets to deliver accurate, up-to-date training, using a laid-back whiteboard presentation style. There are no scripts, EVER. Our trainers love to teach, and it shows! CEO and founder Dan Charbonneau was a Microsoft trainer when he began recording CBT Nuggets' very first training videos back in the 1990s. He wanted to help provide large organizations, small teams and individuals with comprehensive and budget-conscious training, and he realized it couldn't be done in a classroom. From the CBT Nuggets World Headquarters in Eugene, Oregon, Dan and his team promise each video will be informative, comprehensive, accurate, and fun to watch.