I will mathematics for ai data science, foundations to applications

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engineer_dhati
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engineer_dhati
Jalwatsinh
mathematics for ai data science, foundations to applications
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mathematics for ai data science, foundations to applications

About this gig

Are you struggling to understand the mathematical foundations of Artificial Intelligence (AI) and Data Science? Do you want to master the core concepts that power Machine Learning, Deep Learning, and AI models? Look no further!

I am a Mathematics and Python expert with experience in teaching and applying mathematical concepts in AI and Data Science. This gig is designed to help you understand, apply, and master the essential math skills required for AI and Data Science.

What You Will Learn:

Linear Algebra Vectors, Matrices, Eigenvalues, Singular Value Decomposition (SVD)

Probability & Statistics Probability Distributions, Bayes' Theorem, Hypothesis and Regression

Calculus Derivatives, Integrals, Optimization, Gradient Descent

Discrete Mathematics Graph Theory, Logic, Set Theory, Combinatorics

Optimization Techniques Convex Optimization, Lagrange Multipliers, Loss Functions

Machine Learning Mathematics Cost Functions, Backpropagation, Activation Functions

Fourier & Wavelet Transforms Signal Processing for AI and Data Science

Real-World Applications Hands-on problem-solving in AI & Data Science

Who Is This Gig For?

Students and professionals looking to strengthen their math skills

  • Model expertise

    • Custom model development
    • Fine-tuning models
    • Generative AI
    • Predicitive analyatics
    • Recommendation systems

  • Industry

    • Data analytics
    • Other

  • Programming language

    • Python
    • PyTorch
    • R
    • Tensorflow
    • Other

  • Language

    • English

  • Technical expertise

    • Machine learning (Supervised, Unsupervised, Reinforcement)
    • Deep learning (Neural networks, GANs)
    • Natural language processing (NLP)
    • Computer Vision (Object detection, Image recognition)
    • Reinforcement learning (Decision-making systems)
    • Algorithm development and optimization
    • Feature engineering and data processing
    • AI ethics and bias mitigation

Get to know Jalwatsinh

Jalwatsinh
4.8(3)
  • FromPakistan
  • Member sinceOct 2024
  • Last delivery1 year

  • Languages

    English, Hindi
Jalwat Singh Rajput - Python Developer Hello! I'm Jalwat Singh Rajput, a dedicated python developer with a strong foundation in programming and a passion for creating efficient, scalable solutions. I have also experience in frameworks like Flask and Django. The projects I have done " A Ship That Fires Bullets" and 2nd one is " Scoring"

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