Villupuram GLUG

Data Analytics with Python Training – 30’th Week Recap

Date: 19’th January 2025 (Sunday)
Time: 9:30 AM to 1:00 PM

Venue:
VGLUG Foundation
SRIMAA PRESCHOOL (Gov Recognized)
Landmark: Opposite to BSNL Exchange
Villupuram 605602.

Minutes of meeting

Data Analytics with Python Team 1(Arts & Science)

Topics:

session 1:
Database configuration continuation – Vijayalakshmi

session 2:
Book discussion – kowsalya

Database configuration continuation

Session handled by Vijayalakshmi, she is explained  Database configuration refers to the process of setting up and managing how your application interacts with a database.

Here’s a summary of key aspects

Database Connection

Define the host, port, username, password, and database name in the configuration file.
Use environment variables to secure sensitive credentials.


Driver and Library Setup:
Install the required database driver or library (e.g., MySQL, PostgreSQL, SQLite).
Configure the connection string or URI.

ORM Integration (if applicable):
Use tools like SQLAlchemy, Django ORM, or Hibernate to abstract database queries.

Pooling and Performance:
Configure connection pooling to optimize performance.
Set appropriate timeouts and retry policies.

Security:Use encrypted connections (e.g., SSL/TLS).
Restrict access using firewalls and IP whitelisting.
Regularly update database permissions

Backup and Recovery:

Schedule automatic backups to secure data.
Test recovery processes to ensure business continuity.

Monitoring and Maintenance:

Use monitoring tools to track performance and errors.
Regularly update and patch the database for security.

Book Reading

Session taken by kowsalya, she is explained
Book reading is an enriching habit that fosters knowledge, creativity, and personal growth. Here’s a summary of its key aspects:

Knowledge and Learning: Books provide access to various subjects, cultures, and experiences.

Mental Stimulation: Regular reading sharpens the brain and reduces cognitive decline.

Vocabulary and Communication: Expands language skills and enhances articulation.

Stress Reduction: A good story or inspiring content can provide relaxation and escape.

Focus and Concentration: Improves attention span and mindfulness.



Data Analytics with Python Team 2(Arts & Science)

Topics:

session 1:
Database configuration continuation – Senkathir

session 2:
Book reading – vijayalakshmi

Database configuration continuation

Session handled by Senkathir , he is explained
regular expression (regex) is a powerful tool for pattern matching and text processing in Python. The re module provides functions to work with regex efficiently.

Database Connection

Define the host, port, username, password, and database name in the configuration file.
Use environment variables to secure sensitive credentials.

Driver and Library Setup:

Install the required database driver or library (e.g., MySQL, PostgreSQL, SQLite).
Configure the connection string or URI

ORM Integration (if applicable):

Use tools like SQLAlchemy, Django ORM, or Hibernate to abstract database queries.

Migrations:

Manage database schema changes using migration tools (e.g., Flyway, Alembic)

Pooling and Performance:

Configure connection pooling to optimize performance.Set appropriate timeouts and retry policies.

Security:

Use encrypted connections (e.g., SSL/TLS).
Restrict access using firewalls and IP whitelisting.
Regularly update database permissions.

Backup and Recovery:

Schedule automatic backups to secure data.
Test recovery processes to ensure business continuity.

Monitoring and Maintenance:

Use monitoring tools to track performance and errors.
Regularly update and patch the database for security.

Book reading

Session taken by Vijiyalakshmi,

He explained the benifts of book reading

Knowledge and Learning: Books provide access to various subjects, cultures, and experiences.

Mental Stimulation: Regular reading sharpens the brain and reduces cognitive decline.

Vocabulary and Communication: Expands language skills and enhances articulation.

Stress Reduction: A good story or inspiring content can provide relaxation and escape.

Focus and Concentration: Improves attention span and mindfulness.

Data Analytics with Python Team 1 & Team 2(Engineering)

Topics:

session 1:

Introduction to Data analytics & python – Kowsalya

session 2:

Book discussion – Dilip

Introduction to Data analytics & python

Session taken by kowsalya
Data Analytics involves examining raw data to uncover trends, patterns, and actionable insights. It is a critical process for decision-making in businesses, research, and other fields.

Key Components:

Data Collection: Gathering data from various sources like databases, APIs, or web scraping.


Data Cleaning: Removing errors, duplicates, and inconsistencies for accurate analysis.


Data Analysis: Applying statistical and computational methods to identify patterns.


Data Visualization: Presenting insights through charts, graphs, and dashboards.


Interpretation: Drawing conclusions and making informed decisions.

Introduction to Pandas:

Pandas is a powerful Python library used for data manipulation, analysis, and cleaning. It is widely used in data science, machine learning, and big data projects due to its ease of use and functionality.

Key Features of Pandas:

Data Structures:
Series: A one-dimensional labeled array (similar to a list or a column in a table).
DataFrame: A two-dimensional labeled data structure (like a spreadsheet or SQL table).
Data Manipulation:
Handling missing data.
Filtering, merging, and reshaping datasets.
Data Analysis:
Statistical operations like mean, median, and standard deviation.
Grouping and aggregation for summarizing data.
Data Input/Output:
Reading from and writing to various file formats (CSV, Excel, SQL, JSON).
Data Visualization:
Integrates with Matplotlib for quick visualizations.

How to Install Pandas

pip install pandas

Book discussion

Dilip handled this session,

He explained the benefits of book reading and he gave one book to all of them to read.

1. Gain Knowledge

Books are full of information. Whether it’s a novel, biography, or science book, every page teaches us something new.

2. Relax Your Mind

Reading helps reduce stress and provides a peaceful escape from daily life. A good story can make you feel calm and happy.

3. Improve Focus and Memory

When you read, you concentrate on the story or subject, which strengthens your focus and helps improve memory.

4. Expand Vocabulary

The more you read, the more words you learn. This helps you communicate better and feel more confident.

5. Boost Imagination

Books let you explore new worlds and ideas, sparking creativity and imagination.


Devops

Topics:

session 1:

Docker compose – Madhusoothanan

session 2:
Discussion about android app development – prathap

Docker compose

Madhusoothanan handled this session.

Docker Compose is a tool that allows you to define and run multi-container applications. Using a simple YAML configuration file, you can specify all the services (containers), networks, and volumes your application needs.

Key Components of Docker Compose

  1. services: Defines the containers to be run.
  2. networks: Allows containers to communicate with each other.
  3. volumes: Shares data between the host and containers.

Discussion about android app development

prathap handled this session,

In today’s mobile-driven world, Android app development has become one of the most sought-after skills. With over 2.5 billion active Android devices worldwide, building Android apps offers a tremendous opportunity to reach a global audience.

Android app development refers to creating applications for devices running the Android operating system. These apps can range from simple utilities to complex, feature-rich applications.

Why Choose Android App Development?

  1. Open Source: Android is an open-source platform, which makes it accessible to everyone.
  2. Wide User Base: The sheer number of Android devices ensures a vast audience.
  3. Diverse Ecosystem: From smartphones to tablets, smartwatches, and TVs, Android powers a wide range of devices.
  4. Career Opportunities: Skilled Android developers are in high demand across industries.



                              Here, we attached tbe meetup clicks,

Arts team1

Arts Team2

Devops

Engineering team

Thanks To,

1.Vijayalakshmi

2. Dilip

3. Senkathir

4.Madhusoodhan

5. Prathap

6. Kowsalya

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