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City of Boroondara, Melbourne, Victoria

Coding and AI classes in Boroondara

What makes the best coding and AI classes for Boroondara learners?

Live lessons where a learner writes real code on real public data, at their own level. Boroondara is a council of 167,900 residents (2021 Census) where 52.3% of adults hold a bachelor degree or higher, so many families want depth: Python, data handling and AI, not only games.

Fifteen railway stations sit inside the City of Boroondara, from Glenferrie to Alamein, and the state publishes how many people entered each one every financial year. Put those numbers into a pandas pivot table and you get a neat grid, plus a margin row that looks like a council total. Reading that margin honestly is the lesson.

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Facts last verified 10 October 2026. Teaching is online; no Boroondara branch is claimed.

Course picks for Boroondara

Courses that reach real data work

Each course here builds toward the table-handling skills in the station project, at a pace set by the learner. The free first lesson settles where to begin.

Python for Teens course thumbnail
Ages 13 to 17

Python for Teens

Python from first lines to files, dictionaries and small data programs.

See the syllabus
 Data Science for Teens course thumbnail
Ages 13 to 17

Data Science for Teens

pandas tables, grouping and charts, then first machine learning models.

See the syllabus
 Data Analysis Course course thumbnail
University and adult

Data Analysis Course

Spreadsheets, SQL and Python side by side, including pivot tables in each.

See the syllabus
 AI and ML Masterclass course thumbnail
University and adult

AI and ML Masterclass

From clean data to models that predict, with honest evaluation.

See the syllabus

Browse the course atlas for more than one hundred options and use the coding roadmap to check prerequisites.

The four we are known for

Python, AI, vibe coding and agentic coding

These run underneath everything above. Every one is live and online, placed by ability rather than by age, and the first class is free.

Vibe Coding for Teens course thumbnail
Vibe codingAges 13 to 17

Vibe Coding for Teens

Python, web and AI projects where the learner still owns the thinking.

See the syllabus
 Python Automation Course course thumbnail
Python and AICollege and adult

Python Automation Course

Automate the work you already do, then let AI carry part of it.

See the syllabus
 AI and Machine Learning for Teens course thumbnail
AI and MLAges 14 to 18

AI and Machine Learning for Teens

Train a model, read what it learned, and be able to say why it is wrong.

See the syllabus
 Codex & Claude Code course thumbnail
Agentic codingProfessionals

Codex & Claude Code

Run AI coding agents on real work without losing control of the codebase.

See the syllabus
Boroondara in the Census

An older, highly qualified council of apartments and houses

Figures for the City of Boroondara local government area (ABS code LGA21110) from the 2021 Census QuickStats, read in October 2026.

City of Boroondara, 2021 Census headline counts
HeadlineBoroondara
Residents167,900
Median age40
Families44,611
Private dwellings72,817
Average people per household2.5
Average motor vehicles per dwelling1.7
Boroondara beside Victoria
MeasureBoroondaraVictoria
Adults with a bachelor degree or higher52.3% (73,669)29.2%
Workers employed as professionals40.3% (35,030)25.0%
Homes that are separate houses55.4% (34,771)73.4%
Homes that are flats or apartments24.2% (15,162)12.1%

Ten to fourteen

11,314 residents, 6.7%, were aged 10 to 14, a common age to move from blocks into Python.

Five to nine

8,964 residents, 5.3%, were aged 5 to 9 on Census night.

A lockdown Census

The count was taken during a Melbourne lockdown, so the 42.0% of workers at home (36,499) says more about August 2021 than a usual week.

QuickStats rounds its percentages and adjusts small counts for privacy. We print each figure as published and do not add bands together into new totals.

Signature project

A pivot table of Boroondara's fifteen stations

We took the annual station entry files for FY18-19 to FY24-25, kept the stations whose published coordinates fall inside the ABS council boundary, and pivoted them: one row per station, one column per financial year, entries in each cell. Every sum below is our own, built from estimates the department rounds to the nearest 50.

Annual entries, selected stations (published figures)
StationFY18-19FY20-21FY24-25
Glenferrie2,729,100749,4501,978,650
Camberwell1,969,600641,1501,260,400
Auburn744,050278,650650,000
Hawthorn709,100243,600531,400
Surrey Hills725,200245,900no row
Unionno rowno row593,100
Willison102,60032,40073,100
What the margins say (our calculation)
Margin cellValueRead it as
All stations, FY18-199,092,350sum of 14 station rows that year
All stations, FY24-256,525,800sum of a different set of 14 rows
Surrey Hills, all years1,956,750five years of data
Union, all years1,156,750three years of data

Six empty cells

Fifteen station names across seven years make 105 cells, but only 99 hold a number. Surrey Hills has no row after FY22-23 and Union none before it; pandas leaves those cells as NaN.

Unequal columns

The FY24-25 margin, 6,525,800, is 71.8% of the FY18-19 margin. Keeping only the 13 stations present in both years gives 70.9%: close here, but a different calculation.

One station, a third

Glenferrie's 1,978,650 entries in FY24-25 are 30.3% of that year's margin, so any change there moves the council figure.

Sum and mean margins answer different questions

With aggfunc set to mean, the grand margin is the average of all 99 filled cells, 414,727 entries. The average of each station's own average is 413,171. Missing cells are why the two differ, and pandas will not warn you.

We report the movements and claim no reason for any of them. Station coordinates come from the patronage file itself, so a station that sits on the council line is placed by that point alone.

Inside the pivot

One function call, four arguments to understand

pandas.pivot_table turns a long list of rows into a grid. The learner chooses what forms the rows, the columns, the values and the way cells combine.

The arguments, in plain words
ArgumentIn this project
indexstation name, one row each
columnsfinancial year, one column each
values and aggfuncannual entries, combined by sum or by mean
marginsadds an All row and column computed from the same rows

The margins are not computed from the rounded cells you see on screen; they are computed again from the underlying rows. With sum that makes no difference here. With mean it does, which is why a learner should print both and explain the gap before trusting either.

Younger learners

Build a tally chart of classmates' favourite fruits by day, then add the totals row by hand.

Secondary students

Rebuild the station grid, then find which stations make the margins unequal.

Adults

Pivot a work spreadsheet and write one sentence on what each margin cell means.

Around Boroondara

Schools, stations and the school year

From the Victorian school locations file, the station entry files and the state calendar.

27 government schools

The 2025 school locations file lists 27 government schools in the council: 20 primary, 6 secondary and 1 specific-purpose school.

Fourteen stations now

Fourteen stations have FY24-25 entry figures inside the boundary, from Glenferrie to Alamein.

Term 1, 2027

Victorian government school students start on Thursday 28 January 2027, and Term 1 ends on Thursday 25 March.

Council boundary

Every count on this page uses the ABS boundary of the City of Boroondara, about 60.2 square kilometres. Neighbouring councils are not included.

Learning ladder

From tally charts to pandas

The starting rung depends on the learner, not the birthday. A free first lesson finds it.

Ages 6 to 10

Blocks and patterns

Scratch projects that count, sort and draw simple charts.

Scratch Coding for KidsCoding for Kids
Ages 10 to 14

First Python

Lists, loops and small programs that read a file of numbers.

Python and AI for KidsMaths Through Coding
Ages 14 to 18

Data with pandas

Tables, grouping, pivots and charts on public data.

Python for TeensData Science for Teens
University and adult

Analysis and models

SQL, Python and machine learning for study or work.

Data Analysis CourseAI and ML Masterclass
Coding and AI

An AI can write the pivot table, so why should a Boroondara student learn it?

Because the code is the easy part; reading the margins is not.

Ask an assistant for "entries by station and year with totals" and it will hand back a correct pivot_table call in seconds. The output will show a tidy All row, and nothing on screen says that two of the stations in it did not exist for the whole period.

A student who has counted the empty cells knows to ask which rows feed each margin, and can say whether a fall in the council figure is a fall at the stations or a change in the list of stations. That habit is what turns generated code into a figure worth repeating.

The skill Boroondara learners take away is asking what each number is a sum of. The longer argument is in why teenagers should still learn to code in 2026.

Delivery

How Boroondara lessons run

Lessons happen on a video call with a shared screen, so the learner stays at home in Kew, Hawthorn or Balwyn alike.

Live with a teacher

The teacher watches the learner's own code run and fixes misunderstandings on the spot.

Victorian terms

The timetable follows the four state school terms and pauses for the holidays.

Trial lesson

The first full lesson is free and ends with a course and time recommendation.

Groups by level

Fifteen to twenty learners at the same level, drawn from many places, never sorted by postcode.

Twice weekly

Two fixed lessons each week, around eight a month, keep skills from fading.

Teachers in India

A 6pm Boroondara lesson is 12:30pm India time while Melbourne is on daylight saving, and 1:30pm after it ends.

Melbourne time on every message

Daylight saving in Melbourne runs from Sunday 4 October 2026 to Sunday 4 April 2027; India keeps one time all year, so we always quote lesson times in Melbourne time.

Fees

Boroondara class fees

The same three choices for every family.

First classUSD 0

Your first lesson is free and comes with an honest recommendation.

Group tuitionUSD 100

One month of group lessons, usually eight, with fifteen to twenty learners at a matched level.

Private tuitionUSD 150

One month of private lessons, usually eight, with a single teacher.

Boroondara families pay in US dollars, as everyone outside India does. Nothing is charged until the trial has fixed the course and lesson time, and the pricing page explains holidays and missed lessons.

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Reviews

What families say about us on Google

Rated 4.9 across 547 Google reviews. These are real reviews, reproduced as written.

★★★★★

"The one step solution for my son. Modern Age Coders make learning coding so simple that kids love it. The teachers explain complex concepts clearly with practical exercises and interactive content."

Ria Mukherjee

Parent

★★★★★

"Modern Age Coders has been a game-changer for me. I struggled to grasp IT concepts and coding before joining, but their classes transformed everything. I can now confidently write complex programs with ease."

Samriddha Mondal

Student

★★★★★

"One of the most wonderful education centres out there. Education is not limited to school syllabus but focuses on skill development."

Vansh Agarwal

Student

★★★★★

"My child Dhairya is really enjoying the Modern Age Coders classes. This is his first online class and he eagerly looks forward to it. I can already see his improvement, and the teachers are very cooperative."

Sonam Oswal

Parent of Dhairya

★★★★★

"Modern Age Coders have wonderful teachers who teach in a clear, easy and practical way. The teacher boosts students' confidence and inspires them to learn without hesitation."

Sonu Goyal

Parent

★★★★★

"I highly recommend this computer coding class! The teachers are incredibly knowledgeable and passionate about coding."

Ritu Kedia

Parent

Free placement class

Book a free Boroondara class

Share the learner's age and what they enjoy. A younger child might begin with a Scratch tally game; a senior student might start on the station pivot table.

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FAQ

Boroondara coding and AI questions

Questions Boroondara parents and adult learners ask before they book.

How many people live in the City of Boroondara?

The 2021 Census counted 167,900 residents in the council, with a median age of 40.

What is a pivot table?

A pivot table regroups a long list of records into a grid, with one category down the side, another across the top and a combined value in each cell. Spreadsheets, SQL and pandas all have one.

What are margins in a pandas pivot table?

Margins add an All row and an All column that combine the same underlying rows with the same function. They are only as comparable as the rows behind them, which is why our Boroondara grid needs care.

Which Boroondara station had the most entries in FY24-25?

Glenferrie, with 1,978,650 entries in the department's FY24-25 file, ahead of Camberwell at 1,260,400.

Is my child too young for Python?

Most children start Python somewhere between nine and twelve, once typing is comfortable. Before that, blocks teach the same logic.

Do you help with VCE computing subjects?

Yes, with technique and practice for VCE Applied Computing and Algorithmics. Assessed school work stays the student's own.

Is there a Boroondara campus?

No. All teaching is live online, we have no Australian office, and the phone number we list is in India.

What do classes cost in Boroondara?

The first lesson is free. Group classes are USD 100 a month for two live lessons a week, about eight a month, in groups of fifteen to twenty; one-to-one classes are USD 150 a month. Course and time are agreed before any payment.

How many learners are in a group?

Fifteen to twenty, matched on level and pace rather than age or suburb, with private lessons when no group time suits.

Can adults join?

Yes. Adults learn in adult groups or one to one, often starting from data they use at work.

Explore Melbourne and Victoria

More for Boroondara learners

The Melbourne page covers the wider city, the Victoria guide explains the state system, and senior students can read about VCE Applied Computing: Data Analytics.

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