AiiTE

About Course

Data Science with Python

Data Mesh – Rethinking Enterprise Data Architecture

Workflow of Data Analytics

Statistical Analysis and Business Applications

Python Environment Setup and Essentials

Mathematical Computing with Python (NumPy)

Scientific Computing with Python (SciPy)

Data Manipulation with Pandas

Data Visualization in Python using M

What Will You Learn?

  • Learn New Things
  • Self Development
  • Skills Update
  • Prepared Yourself

Course Content

Machine Learning
Machine Learning is making the computer learn from studying data and statistics. Machine Learning is a step into the direction of artificial intelligence (AI). Machine Learning is a program that analyses data and learns to predict the outcome.

  • Introduction to Artificial Intelligence and Machine Learning
    01:25:00
  • Data Preprocessing
    04:00:00
  • Supervised Learning
  • Feature Engineering
  • Supervised Learning-Classification
  • Unsupervised Learning
  • Time Series Modeling
  • Ensemble Learning
  • Recommender Systems
  • AI and Deep Learning Introduction
  • Artificial Neural Network
  • Deep Neural Network and Tools
  • Deep Neural Net Optimization, Tuning, and Interpretability
  • CNN
  • Recurrent Neural Networks

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