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Referred Link - https://www.linkedin.com/posts/hamidsha-shahudeen-43320326_biomedical-engineering-activity-7200403241803665408-6_jL

👉 Ultrasound Machine

Working Principle:

• Uses high-frequency sound waves to create images of the inside of the body.

• Sound waves are transmitted into the body and reflected back, creating echoes that are converted into images.

Applications:

• Prenatal imaging to monitor the development of the fetus.

• Examining organs such as the liver, kidneys, and heart.

• Guiding needle biopsies.

Advantages:

• Non-invasive and safe, no radiation exposure.

• Real-time imaging.

Disadvantages:

• Limited penetration depth and resolution compared to other imaging methods.

• Less effective for imaging bones or air-filled structures.

Example:

• Monitoring the growth of a baby during pregnancy.


👉 X-Ray Machine

Working Principle:

• Uses X-rays (a form of electromagnetic radiation) to create images of the inside of the body.

• X-rays pass through the body and are absorbed by different tissues to varying degrees, creating an image on a detector.

Applications:

• Diagnosing fractures and bone disorders.

• Detecting lung diseases like pneumonia.

• Dental imaging.

Advantages:

• Quick and easy to perform.

• Good for viewing bones and certain soft tissues.

Disadvantages:

• Exposure to ionizing radiation, which can be harmful in high doses.

• Limited soft tissue contrast.

Example:

• Identifying a broken arm.

👉 CT Scan (Computed Tomography)

Working Principle:

• Combines multiple X-ray images taken from different angles to create detailed cross-sectional images of the body.

• A computer processes these images to produce a 3D representation.

Applications:

• Diagnosing complex bone fractures.

• Detecting tumors and cancers.

• Imaging internal organs and blood vessels.

Advantages:

• Detailed and accurate images of bones, soft tissues, and blood vessels.

• Quick scanning process.

Disadvantages:

• Higher radiation exposure compared to regular X-rays.

• Expensive and less available than other imaging methods.

Example:

• Detecting a brain tumor.

👉 MRI Scan (Magnetic Resonance Imaging)

Working Principle:

• Uses strong magnetic fields and radio waves to generate detailed images of the inside of the body.

• The magnetic field aligns hydrogen atoms in the body, and radio waves disturb this alignment, which is then detected and converted into images.

Applications:

• Imaging the brain and spinal cord.

• Detecting soft tissue abnormalities like ligament tears and tumors.

• Examining joint injuries.

Advantages:

• No ionizing radiation, safe for repeated use.

• Excellent soft tissue contrast.

Disadvantages:

• Expensive and time-consuming.

• Not suitable for patients with metal implants or claustrophobia.

Example:

• Diagnosing multiple sclerosis in the brain.




Tags:
#biomedical #engineering 

Link - https://www.linkedin.com/posts/alexxubyte_systemdesign-coding-interviewtips-activity-7201247172854431744-hDKt 

1 - Indexing:
Check the query patterns of your application and create the right indexes.

2 - Materialized Views:
Pre-compute complex query results and store them for faster access.

3 - Denormalization:
Reduce complex joins to improve query performance.

4 - Vertical Scaling
Boost your database server by adding more CPU, RAM, or storage.

5 - Caching
Store frequently accessed data in a faster storage layer to reduce database load.

6 - Replication
Create replicas of your primary database on different servers for scaling the reads.

7 - Sharding
Split your database tables into smaller pieces and spread them across servers. Used for scaling the writes as well as the reads.


Tags:

#Database, #PerformaceTips


Power BI - Learning RoadMap


Power BI Introduction

  1. Power BI Installation
  2. Introduction to Power Query
  3. Power Query:Cleaning and Transformations
  4. Power Query:Merging and Appending
  5. Introduction to DAX
  6. Introduction to Data Modelling
  7. Introduction to Dashboarding


Harvesting Gold: The Art of Data Collection and modelling in Power BI

  1. Load and connect Data from different sources
  2. Direct Query Vs Import
  3. Data Warehouse, OLTP vs OLAP , Data Catalogue
  4. Star Schema Vs Snowflake Schema
  5. Fact Vs Dimension Table
  6. Creating Relationships between various datasets
  7. Types of relationships: one-to-one, one-to-many, and many-to-many


Data Transformation Techniques in Power BI

  1. Transform data in Power Query Editor
  2. Create calculated columns using Power Query
  3. Power query best practices
  4. Putting Power BI to Work: Real-World Case Study for Practical Mastery


Mastering DAX 

  1. Basic Syntax and Operators in DAX
  2. DAX Behaviour: Filter Context
  3. ALL and ALLEXCEPT
  4. Direct Filters and FILTER functions
  5. DAX Calculated Columns
  6. Measures in Power BI
  7. DAX Functions
  8. Smooth Sailing: Navigating Errors and Exceptions in Power BI


Mastering Visuals: Creating Dynamic Visualizations with Power BI

  1. Preparation of list of Key Metrics, KPI(Key Performance Indicators)
  2. Basic visualization : bar charts, column charts, line charts, pie charts, and scatter plots
  3. Interactive Visualizations: Slicers, filters, buttons and bookmarks
  4. Custom Visualizations
  5. Conditional Formatting to visuals
  6. Map Visualizations
  7. Drill through and Drill down
  8. Build your first Interactive Financial Dashboard with Power BI


Sample Projects

Project 1: 

Build Financial Dashboard - Tracking Financial Fortunes: Analysing Savings and Expenses Over Time and Categories with Power BI. 💰📊 Delve into the evolution of your financial landscape, charting the journey of savings and expenses across various categories. Unlock actionable insights to optimize your financial strategies and secure a prosperous future.

  • Deploying The Solution In Power BI Service:
  • Power BI service Overview, Report sharing and Apps
  • How to setup Automatic Data Refresh
  • Documentation and Maintenance
  • Optimization of Reports

    

Project 2: 

Food Delivery Data Analysis and Visualization using power BI - Unveiling the Flavorful Insights: Exploring the Dynamics of Food Delivery through Power BI. 🍔 Build an advanced Power BI Dashboard for analysing performace of food delivery company and generate meaningfull insights from it


Project 3: 

E-Commerce Sales Dashboard - Unveiling E-commerce Excellence: Navigating Sales, Trends, and Customer Insights with Power BI. 🛒📊 Dive deep into the data-driven world of online retail, where every click tells a story. From sales performance to customer behavior, our Power BI dashboard illuminates the path to e-commerce success.


Project 4 - Supply Chain Analysis Dashboard Using Power BI


Online Course - https://growdataskills.com/course-power-bi-data-analysis-with-end-to-end-project


Tags:

#LearningRoadMap, #PowerBI

Source - https://www.instagram.com/reel/C50qJN3Aw25/?igsh=MTVtdWVmMmV4dXk4Yw%3D%3D


Useful TED Talks for improving your communication

Ted Talk 1 - 
Your body language may shape who you are 
By Amy Cuddy

Ted Talk 2 - 
How to speak so that people want to listen
By Julian Treasure

Ted Talk 3 - 
How to stay calm when you know you’ll be stressed
By Daniel Leviton

Ted Talk 4 - 
10 ways to have a better conversation
By Celeste Headlee



Tags:
#TEDTalks, #Communication
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Jay Srinivasan
Professional: I'm a Software Techie, Specialized in Microsoft technologies. Worked in CMM Level 5 organizations like EPAM, KPMG, Bosch, Honeywell, ValueLabs, Capgemini and HCL. I have done freelancing. My interests are Software Development, Graphics design and Photography.
Certifications: I hold PMP, SAFe 6, CSPO, CSM, Six Sigma Green Belt, Microsoft and CCNA Certifications.
Academic: All my schooling life was spent in Coimbatore and I have good friends for life. I completed my post graduate in computers(MCA). Plus a lot of self learning, inspirations and perspiration are the ingredients of the person what i am now.
Personal Life: I am a simple person and proud son of Coimbatore. I studied and grew up there. I lost my father at young age. My mom and wife are proud home-makers and greatest cook on earth. My kiddo in her junior school.
Finally: I am a film buff and like to travel a lot. I visited 3 countries - United States of America, Norway and United Kingdom. I believe in honesty after learning a lot of lessons the hard way around. I love to read books & articles, Definitely not journals. :)
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