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Koushik Vikram's Notes
Network Effects
What Makes Data Valuable - The Truth About Data Network Effects
No Code
No Code Testing
AWS
Accounts
API Gateway
Athena
AWS Vault
Boto3 Reference
AWS CLI
AWS CloudFormation
CloudWatch Reference
DynamoDB Reference
EC2 Reference
Identity and Access Management
Instance Metadata Service
AWS Lambda Reference
Machine Learning
AWS Outposts
AWS re:Invent 2019 Data modeling with Amazon DynamoDB (CMY304)
AWS S3
SageMaker Reference
Scheduled Jobs
AWS SSM Reference
AWS Stack Tracing
VPC Reference
Wealth Building
The Secret to Building Wealth Fast - Asymmetric Risk
How To Double Your Money In The Market - CNBC Make It
Micro Private Equity
The Millionaire Real Estate Investor
Ethical Wealth Building (aka How to Get Rich Tweetstorm) - Naval Ravikant
Ratio Analysis Fundamentals - How 17 Financial Ratios Can Allow You to Analyse Any Business on the Planet
Wealth Creation
Lessons
Lessons from Entrepreneurs
Lessons from India
Politics and Economics
Lee Kuan Yew - What he said and what others said about him
Rebuilding Singapore - Thinkschool Video
Project Management
5 Levels of Remarkably Effective Delegation
Work Less, Create More Value - The Art of Delegating
Management
Scrum - A Breathtakingly Brief and Agile Introduction
Technical
Self Improvement
10 free websites that are so valuable they feel illegal to know
11 Harsh Truths That Changed My Life - Sahil Bloom on Twitter
13 Thoughts On How To Achieve Outlier Success
The Seven Spiritual Laws of Success - Deepak Chopra
Aanvikshiki
How To Absorb Textbooks Like A Sponge
Career Advice
Communication
The Compound Effect - Darren Hardy
Creativity Hacks
Storytelling with data
Deep Work
Dharma
Effective
Embrace the Chaos
Happiness
Idea Generation - Sam Altman
It Works by RHJ
Techniques to Learn Quicker
Meditation
Major System for Improving Memory
The Great Mental Models
Prioritization
Productivity - Sam Altman
5 Easy Ways to Ruin Your Life Legally
30 minutes to start and end your day
Staying on Top of Everything
The Art of Persuation
How to Use the Getting Things Done (GTD) Method
Machine Learning Systems
AB Testing
Airflow
Architecture
Bash Scripting
Blogs
Books
C Programming
Continuous Integration/Continuous Deployment
Windows Command Prompt
Data Engineering
Data Modeling
Data Preprocessing
Data Science
Deployment
DevOps
Docker
Documentation
ETL
Event Driven Architecture
Experiment Tracking
Feature Selection
Git Reference
GPU
Great Code
Infrastructure
Interpretability and Explainability
Introduction to Event-Driven Architecture
Jupyter
Linux
Machine Learning Design Patterns
Machine Learning Logistics
Models
Modularity
Networks
Pipelines
Problems and Solutions
Python Reference
Recommender Systems
Responsible Machine Learning
Reinforcement Learning
Scalability
Serverless Framework
Snowflake - Helpful Queries
SOLID Principles
Spark
Statistics
Streamlit
Study
TensorFlow
Testing Machine Learning Systems
Book Summaries
97 Things Every Programmer Should Know
Data Science for Business
Data Science at the Command Line
Find Your Market
A Philosophy of Software Design
Running Meetings
To Be Read
Understanding Distributed Systems
Web 3
Product
Books
Continous Discovery Habits
Product Courses
Product Development
MVP
Product Management's Sacred Seven
Study
Azure
Azure - AWS Comparison
Azure Data Factory and Synapse
Deployment
Azure Event Grid
Azure Event Hub
Azure Functions
Azure Machine Learning
Business and Startups
Can CEOs Teach Business Better Than Professors?
What's common between the best researchers and founders?
Culture
Domain Knowledge
It's Easier to Succeed with a Hard Startup
How YC Companies Beat Amazon and Google
How To Invest In Startups
The Ladder of Proof
Management
Marketecture
Radford Job Levels
Experience
Customer Journey Mapping
About
Koushik Vikram’s
notes on
Machine Learning Systems
, Product Development and Startups.