Skills › Algorithms & Data Structures

Algorithm Basics

Understand Big O notation, arrays, strings, and recursion.

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After this skill you can…

  • Analyse time and space complexity with Big O
  • Solve array and string problems efficiently
  • Write recursive functions with base cases

Watch (10 videos)

Quant Interview Question #quant
quantprof · beginner
→ Implement algorithms for solving recurrence relations→ Analyze problems using Markov chains
Professional PDF Reports with Matplotlib in Python
NeuralNine · beginner
→ Apply algorithms for data analysis→ Use Matplotlib for reporting
Saylor Plans to sell $1.25B of Bitcoin. Good or Bad for BTC?
VirtualBacon · intermediate
→ Analyze market trends→ Evaluate investment risks→ Understand cryptocurrency prices
Portfolio Analysis in Python with QuantStats
NeuralNine · intermediate
→ Implement QuantStats for portfolio analysis→ Evaluate portfolio performance using Python
The New Era of Sports Fandom: Inside NBA Top Shot with Matt Schorr
Joseph Raczynski · intermediate
→ Apply algorithms to sports data→ Analyze digital asset trends→ Develop blockchain-based solutions
Find the Median in a Data Stream (Two Heaps Trick)
KodeKloud · beginner hands-on
→ Implement the Two Heaps Trick to find the median in a data stream→ Use max and min heaps to keep boundary numbers instantly accessible
Intraday BankNifty Short Straddle: The Python Setup #algorithmictrading #quantinsti #quanttrading
QuantInsti Quantitative Learning · intermediate hands-on
→ Create a data frame for entry snapshots→ Filter the options chain at the exact entry timestamp
Introduction to Artificial Intelligence with Brian Yu - Chapter 1 - Playing (live, unedited)
CS50 · beginner
→ Understand algorithm basics→ Apply algorithms to AI problems→ Analyze algorithm efficiency
Why Top Tech Companies Don’t Care About Your Degree Anymore
Scaler School of Technology · intermediate hands-on
→ Apply Data Structures & Algorithms to solve problems→ Build efficient algorithms for real-world applications
How to Pass an IQ TEST: Questions and Answers
Online Training for Everyone · beginner hands-on
→ Apply logical deductions→ Solve algorithmic problems