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Data Analysis in Python  - Beginner Course. Learn from Indonesia.

Learn Python for data analysis, instructor-led course.

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

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 Course. Learn from Indonesia.

4,8
Nexacu Microsoft Python Courses

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

7800010 6500000 IDR
10 max
1 day

Jakarta

Upcoming Courses:
Jakarta
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Data Analysis in Python
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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 . Learn from Indonesia. Course Details

Price
7800010 6500000 IDR
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

4,8 5 Python Training Courses
4,8 out of 5
25024 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 . Learn from Indonesia. 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 . Learn from Indonesia. 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 25024 Reviews
Handy Course! Teacher had great knowledge of the software. -Excel Advanced Perth
Nick - Excel Advanced, .
Awesome! -Excel Advanced Perth
Eva - Excel Advanced, .
I very much enjoyed the course and found Steven to be very helpful. I was very fortunate to be the only student in attendance. I had some knowledge but feel I will leave today with far more knowledge. -Excel Intermediate Brisbane
Shirley - Excel Intermediate, .
Jagg was wonderful. His approach to teaching was very suitable to the needs of the class. He worked at a pace that was easy enough to follow and allowed for questions when necessary. Keep up the good work! -Project Beginner Adelaide
Billie - Project Beginner, .
The course was designed well and eased into some of the more difficult components. Great trainer and able to help articulate learnings into what makes sense to specific projects. -Project Beginner Adelaide
Amanda - Project Beginner, .
A fantastic course. Very helpful and informative -Project Beginner Adelaide
Tanya - Project Beginner, .
good facilitator thx for today -Project Beginner Adelaide
jeff - Project Beginner, .
Excellent beginners course - feel confident to get started! -Project Beginner Adelaide
Kim - Project Beginner, .
Ken was absolutely fantastic! -Excel Beginner Melbourne
Amrita - Excel Beginner, .
Very helpful base level of knowledge across the platform. Looking forward to the intermediate. Super friendly trainer, thanks Domenic. -Office365 Beginner Perth
Lei - Office365 Beginner, .
Very interactive -Office365 Beginner Perth
Mark - Office365 Beginner, .
Great Excel course, will be very useful in improving my work efficiency. Hope to complete the Advanced Excel Course in the future. Thanks Jenny. -Excel Intermediate Perth
Thomas - Excel Intermediate, .
Very very good course. Jenny is amazing and a great teacher!! A great pace / environment to learn in and ask questions. -Excel Intermediate Perth
Morgan - Excel Intermediate, .
Great course - it's going to save me a lot of time at work and make life easier. Jenny was very helpful and clear at explaining the concepts. -Excel Intermediate Perth
Blaine - Excel Intermediate, .
Jenny was incredibly helpful and friendly. She answered whatever questions we had. The functions taught within this class would be very useful for my work within HR as well as projects. -Excel Intermediate Perth
Alison - Excel Intermediate, .
Learned lots, was very easy to follow. -Excel Intermediate Perth
Oliver - Excel Intermediate, .
It was great! -Excel Intermediate Perth
Alessandra - Excel Intermediate, .
Very useful information to convert into both a working and personal environment. -Excel Intermediate Perth
Mia - Excel Intermediate, .
I enjoyed the course. Jenny was very helpful and informative. -Excel Intermediate Perth
Celeste - Excel Intermediate, .
Great, learned even more functions of Excel -Excel Advanced Brisbane
Leonie - Excel Advanced, .

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