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Data Analysis in Python  - Beginner - Philippines.

Learn Python for data analysis, instructor-led course.

All classes delivered remotely, join us live online in Philippines.

Build on the fundamentals taught in our Python Basics course and start to achieve more with Data Analysis using Python. Our experienced trainer will teach you how to manipulate and visualize data. Create custom functions, plot with Matplotlib and create a linear model with scikit-learn. Get a handle on how to use Python and start exploring the freely available tools at your disposal.

Our experienced trainer will deliver this courses live online, answering your questions along the way. Read our full course outline below.

Data Analysis in Python  - Beginner - Philippines.

4.8
Nexacu Microsoft Python Courses

We are currently developing these courses. Please contact us to register your interest.

26410 22000 PHP
10 max
1 day

Manila

Upcoming Courses:
Manila
Date
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Thu 11-Feb-21
Thu 11 Feb
Data Analysis in Python
Manila
Status: Confirmed
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Thu 18-Mar-21
Thu 18 Mar
Data Analysis in Python
Manila
Status: Scheduled
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Thu 13-May-21
Thu 13 May
Data Analysis in Python
Manila
Status: Scheduled
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Frequently Asked Questions

Meet your Trainer

Tamara Shatar holds a PhD in Agricultural Data Science. She has extensive experience, including many years working as a research scientist focused on data analysis, modelling using machine learning, simulation and other techniques. While working in both academia and at the Australian CSIRO, part of her role included teaching a variety of data analysis skills. She is consistently well reviewed by her students. 

"Great trainer, structure, material and manual. I have completed programming courses before but this one just made more sense! I'm sure it was the trainer. Looking forward to the Intermediate course when it is available." -Using R Beginner Sydney, Australia

Is Python compatible with Microsoft?

Python can be used within a number of Microsoft products. In Power BI, reusable Python scripts can be used to manipulate data and create visualizations. In Azure, machine learning models can be written in Python and trained and deployed within the Azure Machine Learning Workspace.

What is Remote Training?

Remote training at Nexacu, means our team of experienced trainers will deliver your training virtually. With remote learning students can access our usual classroom training courses via video conferencing, ask questions, participate in discussion and share their screen with the trainer if they need help at any point in the course. Students have the same level of participation and access to the trainer as they would in classroom training sessions. 

Data Analysis in Python  Beginner Philippines. Course Details

Price
26410 22000 PHP
Duration
1 day
Times
9am - 4pm ( approx )
Class Size (max)
10
Class Size (avg)
5
Reference Materials
Provided
CPD Hours
6 hours
Delivery
Instructor-led training
Live Online
Address
Level 40, PBCom Tower, 6795 Ayala Avenue Corner V.A.,, Rufino Street, Makati City,, Makati, 1226, Philippines
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Python Course Outlines

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Course Rating
Python Training Courses

4.8 5 Python Training Courses
4.8 out of 5
25114 Student Reviews
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What do I need to know to attend?

Students should have completed our Python Basics course or be familiar with the content covered in it. You should have a foundational knowledge of Python and pandas.

Data Analysis in Python  Beginner Philippines. Learning Outcomes

  • use the extensive data manipulation capabilities of pandas DataFrames
  • customise the display of the output in Jupyter Notebooks
  • create your own custom functions and work with expressions
  • use the plotting capabilities of Matplotlib to plot distributions and bar charts
  • use the data visualisation library, Seaborn, and
  • fit a basic model using scikit-learn.

Data Analysis in Python  Beginner Philippines. Course Content

  • Introduction
  • Data Analysis in Python

 

  • User-Defined Functions in Python
  • Function basics
  • Parameters
  • Positional vs keyword arguments
  • Defining a function
  • Indentation
  • User-Defined Functions in Python (cont'd)
  • Scope
  • *args and **kwargs
  • Unpacking operators
  • Lambda expressions
  • Conditional expressions
  • List comprehensions

 

  • Modify the DataFrame Display
  • pandas options
  • Working with pandas styles
  • Applying a style that is not dependent on values
  • Formatting values
  • String_formats
  • Modify the DataFrame Display (cont'd)
  • Applying a style that is dependent on values
  • Built-in conditional formatting
  • Custom functions for conditional formatting
  • Export to PDF or HTML
  • Create slides

 

  • Copy vs View
  • Setting with copy warning
  • Working with Missing Values

 

  • Missing values
  • inf and -inf
  • Removing missing values
  • Replacing missing values

 

  • Importing Data
  • Importing into a pandas DataFrame

 

  • Manipulating Data
  • Summarise a dataset
  • Report and display multiple summary statistics
  • Using apply() and applymap()
  • Ordering data
  • Manipulating Data (cont'd)
  • Working with dates
  • Add columns with assign()
  • Working with strings
  • Reordering and dropping columns
  • Manipulating Data (cont'd)
  • Selecting rows based on values
  • Grouping and summarising data
  • Replacing values
  • Concatenate data
  • Bin continuous variables into categories

 

  • Working with Relational Data
  • Joining data from two DataFrames

 

  • Visualising Distributions
  • Visual representation of distributions with Matplotlib and Seaborn
  • Histograms
  • Boxplots
  • Bar and column charts

 

  • Multivariate Analysis
  • Scatterplot matrix
  • Bar and column charts

 

  • Basic Modelling
  • Create a linear model with scikit-learn

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What is Remote Training?

Valued by Individuals

4.8/5
Over 25114 Reviews
Steven was incredibly helpful in training us. He took the time to understand our professional roles and relate what we were learning to our day to day tasks. He was patient and professional. Thank you! -Word Intermediate Brisbane
Alison - Word Intermediate, .
I have enjoyed it and learned many tips. -Word Intermediate Brisbane
Kristian - Word Intermediate, .
This was great! -Word Intermediate Brisbane
Courteney - Word Intermediate, .
Well-paced and very informative training. Trainer is very knowledgeable and helpful with any questions. -Power BI Intermediate Brisbane
Emily - Power BI Intermediate, .
Great course. Jason was very clear and easy to understand. Learnt a lot in one day. Thanks! -Power BI Intermediate Brisbane
Ben - Power BI Intermediate, .
Great class. Timely and informative. -Power BI Intermediate Brisbane
Nua - Power BI Intermediate, .
Great course learned a lot thanks -Power BI Intermediate Brisbane
Damian - Power BI Intermediate, .
There was a lot of content to get through, but Ken made it interesting. A suggestion would be to perhaps build in some time in the afternoon session to create a 'flow' from start to finish, relevant to our individual workplaces, as it would enable students to utilise some of the skills to create useful elements for their workplace (while being able to troubleshoot with the instructor and other participants). Thanks Ken. -Office365 Advanced Melbourne
Jennifer - Office365 Advanced, .
First half of the course met my requirements, but the later part with adaptive wasn't required and very complex. Ken did a great job, Thanks very much! -Office365 Advanced Melbourne
Tara - Office365 Advanced, .
The course is a good refresher for me given that I have been self-taught in PBI. Jason has made the course easy to understand. It would be good if a guide/manual is provided alongside his training i.e. the use of buttons/bookmarks so the user can go back for practice . -Power BI Intermediate Canberra
Galvin - Power BI Intermediate, .
Good course with some helpful take-aways and gave a good understanding of a lot of the concepts I had already covered in my own learning. Could be helpful to have a bit more context around the uses of some functions rather than simply carrying out an exercise i.e "this sort of function is good for this". -Power BI Intermediate Canberra
James - Power BI Intermediate, .
Course was good Jason was great took the time to make sure I was still on track and felt inclusive in the class even though doing it remotely -Power BI Intermediate Canberra
Trent - Power BI Intermediate, .
Thanks -Power BI Intermediate Canberra
Mal - Power BI Intermediate, .
Jason did an amazing job, very attentive, personable, and approachable. Always willing to slow down and make sure everyone is on the same page and answer questions. -Power BI Intermediate Canberra
Logan - Power BI Intermediate, .
John was great. Great handbook for reference. Could potentially look at adding more to the course. Calendar's aren't really needed with everything else available. But I would be curious to see what else Visio can do. Thanks again! -Visio Essentials Melbourne
Amber - Visio Essentials, .
John was great and patient! -Visio Essentials Melbourne
Rebecca - Visio Essentials, .
Excellent trainer, concise, explained material very well and was very patient. -Excel Customised Adelaide
Mirella - Excel Customised, .
Totally enjoyed it -Excel Customised Adelaide
Bronwyn - Excel Customised, .
very knowledgeable -Excel Customised Adelaide
Beth - Excel Customised, .
Useful! Wowed me. -Excel Customised Adelaide
Ann - Excel Customised, .

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