Learn Python Language Nexacu

Python Course - Intermediate - Indonesia.

Learn Python for data analysis, instructor-led course.

All classes delivered remotely, join us live online from Indonesia.

Following on from our Data Analysis in Python course, Intermediate Python for Data Analysis will build on your knowledge of Python and pandas. The focus of this course is learning to work more efficiently in Python. You will learn to use control flow structures and loops and write your own custom functions and classes to automate analyses and improve efficiency.

Python Course - Intermediate - Indonesia.

Following on from our Data Analysis in Python course, Intermediate Python for Data Analysis will build on your knowledge of Python and pandas. You will learn to use control flow structures and loops and write your own custom functions and classes to automate analyses and improve efficiency.
Rp 6.500K
10 max
1 day

Jakarta

Upcoming Courses:
Jakarta
Date
Course
City
Status
Thu 15-Apr-21
Thu 15 Apr
Python Intermediate
Jakarta
Status: Confirmed
Confirmed
Wed 19-May-21
Wed 19 May
Python Intermediate
Jakarta
Status: Scheduled
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Mon 28-Jun-21
Mon 28 Jun
Python Intermediate
Jakarta
Status: Scheduled
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Thu 22-Jul-21
Thu 22 Jul
Python Intermediate
Jakarta
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Mon 30-Aug-21
Mon 30 Aug
Python Intermediate
Jakarta
Status: Scheduled
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Thu 23-Sep-21
Thu 23 Sep
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Jakarta
Status: Scheduled
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Frequently Asked Questions

Meet your Trainer

Trainer Tamara

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. 

Python Intermediate Indonesia. Course Details

Price
Rp 6.500K
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
Scientia Business Park Tower II, 2th Floor, Jalan Boulevad Gading Serpong Block 0/2, Serpong, 0, Indonesia
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Python Course Outlines

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Course Rating
Python Training Courses

4,72 5 Python Training Courses
4,72 out of 5
26815 Student Reviews

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What do I need to know to attend?

This course focuses on learning to work efficiently in Python. Students should have attended our Python Basics and Data Analytics in Python courses or be very familiar with the concepts covered in those courses.

Python Intermediate Indonesia. Learning Outcomes

In this course, you will learn to:

  • create user-defined functions and classes
  • use loops and other control structures, plus alternatives




  • use method chaining and pipes to perform multiple operations on DataFrames
  • create interactive visualisations with Bokeh
  • write code to automate these processes

Python Intermediate Indonesia. Course Content

  • Introduction 
  • Working more efficiently in Python 
  • Automating frequent data analysis operations 
  • Principles of working more efficiently with code 
  • User-Defined Functions
  • When to create your own functions 
  • Function basics 
  • Parameters 
  • Positional vs keyword arguments 
  • Defining a function 
  • Indentation 
  • Scope 
  • *args and **kwargs 
  • Unpacking operators 
  • Order of arguments in a function
  • Adding a docstring
  • Assertions
  • Loafing functions for reuse 
  • lambda expressions 
  • Loops and Other Control Structures 
  • if…elif...else 
  • for loops 
  • Loop over sequences 
  • Loop over ranges 
  • Enumerate
  • Loop over pandas groups 
  • Loop over multiple lists while loops
  • else, break and continue
  • Saving results from a loop 
  • Combining loops and functions  
  • Loop and if-else alternatives 
  • np.where() and np.select()
  • Conditional expressions 
  • List comprehensions 
  • Python built-in map() function
  • Evaluating performance efficiency
  • IPython and magic commands 
  • pandas map()
  • pandas apply() and applymap() 
  • User-Defined Classes 
  • When to create your own class 
  • Defining classes 
  • Docstrings 
  • The __init__() method 
  • The self parameter 
  • Class objects – attribute references and instantiation 
  • Data attributes 
  • Methods 
  • Scope 
  • Dunder methods 
  • Performing multiple operations on DataFrames 
  • Method chaining 
  • Using pandas pipes with custom functions 
  • Interactive Visualisations with Bokeh 
  • Bokeh basics 
  • Working with Bokeh in Jupyter 
  • Glyphs 
  • Providing data 
  • Using the Bokeh toolbar 
  • Customising the Bokeh toolbar 
  • Creating links between plots 
  • Using interactive legends 
  • Add tooltips
  • Plotting from a grouped pandas
  • DataFrame
  • Save your Bokeh chart

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What is Remote Training?

Valued by Individuals

4,72 / 5
Over 26815 Reviews
Good last session, the Power App advanced one!. As the two previous ones that I did, Dominic (the trainer) was very good. Had some good examples. -Power Apps Advanced Perth
Ralph - Power Apps Advanced, .
It is a great learning exposure. Loved the fact that it is very thorough and you get the chance to do everything first hand. -Power Apps Advanced Perth
Kiran - Power Apps Advanced, .
The session has been conducted really well. The teacher has been great at explaining everything. -Excel Advanced Adelaide
Emmanouil - Excel Advanced, .
The course was well paced and I'm glad there was only three of us because it gave Jagg time to assist us equally. A very good introduction to the advanced language and functions -Excel Advanced Adelaide
heidi - Excel Advanced, .
Great instructor. Good pace wasn't too fast or too slow. Assisted with all enquiries. -Excel Advanced Adelaide
Hayley - Excel Advanced, .
It was very informative session. As a beginner, I now have a good understanding of how the program works and how to make a use of out it in a daily working environment. Thank you. -Power BI Beginner Sydney
Inho - Power BI Beginner, .
Interesting and engaging. Excellent class. -Power BI Beginner Sydney
Rohith - Power BI Beginner, .
Excellent course, Michael is a great knowledgeable and professional teacher full of enthusiasm. -Power BI Beginner Sydney
Sascha - Power BI Beginner, .
Very informative training course -Power BI Beginner Sydney
TUAN - Power BI Beginner, .
I haven't seen/used Power BI before so it is a lot of information to take on board. In saying that, it looks like an amazing tool & look forward to using it. Very informative. Thanks Michael -Power BI Beginner Sydney
Helen - Power BI Beginner, .
Engaging and enjoyable class. Wide range of information clubbed efficiently into an intensive session. Very educational. -Power BI Beginner Sydney
Rohith - Power BI Beginner, .
Michael was very engaging and knowledgable. I thoroughly enjoyed the class today. -Power BI Beginner Sydney
Jessica - Power BI Beginner, .
Michael was very knowledgeable and engaging, he kept the course running at a good pace, without going too fast. -Power BI Beginner Sydney
Robert - Power BI Beginner, .
Content was very informative and Michael was a great instructor - very worth while course. -Power BI Beginner Sydney
Kelly - Power BI Beginner, .
Thanks Jason! I certainly learned quite a few new features. -Excel Intermediate Brisbane
Jolene - Excel Intermediate, .
Jason was super helpful and ALOT of information to absorb. Didn't realise how much you can do with excel. Still a lot more to learn however, I would recommend this course. -Excel Intermediate Brisbane
Trishelle - Excel Intermediate, .
Very informative and well structured/presented. Jason was very helpful -Excel Intermediate Brisbane
Nicholas - Excel Intermediate, .
Found a lot of efficiencies -Excel Intermediate Brisbane
Lisa - Excel Intermediate, .
Great overview of different excel functions. It would be helpful to have set task to complete throughout the course to check our understanding. It's easy to think you get everything until you have to put it into practice! -Excel Intermediate Brisbane
Meg - Excel Intermediate, .
Very good, pace excellent. Can't wait to do the advanced excel course as well. -Excel Intermediate Brisbane
Catherine - Excel Intermediate, .

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