Python for Data Analysts

Python programming for the modern-day data analyst.

Python, SQL
Pre-Requisite: None
Difficulty: Beginner
Associated Specializations:
- Data Analytics Specialization
Duration: 4 Days

Ad-Hoc Course Registration:

ON-SITE CLASS

Date: 8 – 11 February 2021
Time: 18.30 – 21.30
Venue: Menara Kadin Lantai 4, Jl. H. Rasuna Said, Jakarta Selatan
Investment: Rp. 5.200.000

ONLINE CLASS

Date: 8 – 11 February 2021
Time: 18.30 – 21.30
Investment: Rp. 2.600.000

Course details

In this 12-hour course, we will cover a comprehensive practice in applying Python’s data analysis library: pandas. This library is the core member of many Python-based scientific computing environments. You will be guided in a gentle introduction to Python programming using Jupyter Notebook. Upon the completion of this course, you will be familiar with Python programming and utilizing pandas for simple exploratory data analysis.

Please bring along:

1x Laptop
Purchased Ticket

Schedule

Virtual Environment concept
Day 1
Python Programming basic
Day 1
Introduction to Pandas Library
Day 2
Exploratory Data Analysis Tools I
Day 3
Graded Assignment
Day 4

Course Producer

Samuel Chan

Machine learning practitioner in the field of marketing automation, fraud detection, finance and e-commerce. Samuel is Indonesia’s top-ranked Stack Overflow user in R (top 5% worldwide), a certified professional (certificates from Microsoft, MongoDB, Stanford University, John Hopkins University), and an experienced consultant that has worked with several public-trading companies from his time staying in China, Japan and Singapore.

Between 2017 and 2018, Samuel has trained and consulted with more than 20 companies around Indonesia and a regular guest speaker/trainer in a number of universities in Singapore and Indonesia. He is also among the first recipients of Microsoft Professional Program Certificate in Data Science in Southeast Asia, having demonstrated proficiency in R, Python, Microsoft Azure, SQL / T-SQL, PowerBI and a list of other technologies.

4-Day Workshop Modules

Syllabus: Python for Data Analysts

Module 1: Python Programming Basic

Setting up Anaconda environment
Working with Jupyter Notebook
Python Syntaxes and Jargons

Module 2: Introduction to DataFrames

Importing pandas Library
Reading CSV Data
Python Data Types
Data Frame Structure

Module 3: Exploratory Data Analysis Tools I

Categorical and Numerical Variables
Using panda’s Built-in Statistics Summary
Indexing and Subsetting in pandas

Module 4: Graded Assignment

Use a small sample of a larger CRM dataset to perform exploratory data analysis process. Perform what you have learned using pandas! Try and extract insights from the data in order to understand which customers offer a better value proposition to the business.

Ad-Hoc Course Registration:

ON-SITE CLASS

Date: 8 – 11 February 2021
Time: 18.30 – 21.30
Venue: Menara Kadin Lantai 4, Jl. H. Rasuna Said, Jakarta Selatan
Investment: Rp. 5.200.000

ONLINE CLASS

Date: 8 – 11 February 2021
Time: 18.30 – 21.30
Investment: Rp. 2.600.000

Program Receivables:

Cutting Edge Curriculum
A hands-on coding bootcamp with the opportunity to work on real datasets donated by businesses and the public sector. Coursebooks (PDF/HTML files), data set for practice, reference notes, and working files (R Notebook or Jupyter Notebook) are accessible through our Learning Management System account.
Project-Oriented Learning
Work with real-life cases and learn under the assistance of our qualified instructors throughout the 1-month course.
Certification of Completion
Show current and prospective employers that you’ve completed the course with a signed certificate of completion.
Quality Learning Environment
We pay meticulous attention to the logistical details of our workshops: quality audio and visual setups, comfortable sitting arrangements, small group size. Dinners are included for evening workshops.
Engaging Community
Be a part of our data-passionate community with 5000+ members and 300+ alumni.

A structured approach to learning data analysis

The Data Analytics Specialization is a 4-week bundle that is curated to accelerate a student’s mastery in building data products, develop a web application, and data visualization.

Students are not assumed to have a working knowledge of Python or prior proficiency in statistics/mathematics/algebra. As such the workshop follows a gentle learning curve and emphasizes hands-on, one-to-one tutoring from our team of instructors and teaching assistants.

Learn data analysis by building:

Students work through tons of real-life examples using sample datasets donated by our team of mentors and corporate partners. We believe in a learn-by-building approach, and we employ instructors who are uncompromisingly passionate about your growth and education.

Part of Data Analytics Specialization

This course is part of the Algoritma Data Analytics Specialization. Participants are rewarded with a certificate of completion upon passing criteria.

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Get In Touch

PT. Algoritma Data Indonesia.
RDTX Square, 9th Floor. Setiabudi, DKI Jakarta 12930.
WhatsApp: 0816-692-471
Email: community@algorit.ma

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Python for Data Analysts

Ad-Hoc Course Registration:

Course details

Please bring along:

Schedule

Course Producer

Samuel Chan

4-Day Workshop Modules

Module 1: Python Programming Basic

Module 2: Introduction to DataFrames

Module 3: Exploratory Data Analysis Tools I

Module 4: Graded Assignment

Ad-Hoc Course Registration:

Program Receivables:

Cutting Edge Curriculum

Project-Oriented Learning

Certification of Completion

Quality Learning Environment

Engaging Community

A structured approach to learning data analysis

Learn data analysis by building:

Hands-on Coding

Working through real-life examples

Demo and Presentation

Learn-by-building philosophy

Part of Data Analytics Specialization

Get In Touch

Data Science School

Company