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- Python
  Python
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Resources
- Courses
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  - Bash
    
    Bash
    
    Bash Scripting: Introduction
    
    Variables
    
    Basic Math
    
    Control Statements
    
    For Loops
    
    While Loops
    
    Functions
    
    Case Statements
    
    Arguments
  - Deep Learning
    
    Deep Learning
    
    Deep Learning
    
    Neural Networks
    
    Loss Functions
    
    Activation Functions
    
    Weight Initialization
    
    Vanishing & Exploding Gradients
    
    Feedforward Neural Networks
    
    Convolutional Neural Networks
    
    Recurrent Neural Networks
    
    Transformers
    
    Generative Adversarial Networks
  - Docker
    
    Docker
  - Flask
    
    Flask
  - Git & Github
    
    Git & Github
    
    Working with Repositories
    
    Managing Files
    
    Exploring Commit History
    
    Branching and Merging
    
    Git Workflow
    
    Introduction to Github
    
    Collaborating on GitHub
  - Kubernetes
    
    Kubernetes
  - Machine Learning
    
    Machine Learning
    
    Introduction
    
    Supervised Learning
    
    Linear Regression
    
    Naive Bayes
    
    K-Nearest Neighbor
    
    Logistic Regression
    
    Decision Trees
    
    Unsupervised Learning
    
    Apriori Algorithm
    
    K-Means Clustering
    
    Principal Component Analysis
    
    Ensemble Learning
    
    Stacking
    
    Bagging
    
    Boosting
    
    Reinforcement Learning
  - Matplotlib
    
    Matplotlib
    
    Introduction
    
    Basics
    
    Chart Types
    
    Advanced Plotting
    
    Specialized Visualization
  - Mlflow
    
    Mlflow
  - Numpy
    
    Numpy
    
    Introduction
    
    Array Basics
    
    Array Operations
    
    Input/Output Operations
    
    Math Functions
  - Pandas
    
    Pandas
    
    Series
    
    Dataframes
    
    Working with Data
    
    Analyzing Dataframes
    
    Cleaning Data
  - Parsing Files
    
    Parsing Files
    
    Opening Files
    
    Reading Files
    
    Writing Files
    
    Copying Files
  - Python
    
    Python
    
    Introduction
    
    Basics
    
    Control Flow
    
    Data Structures
    
    Functions & Iterables
    
    Object-Oriented Programming
    
    Advanced Topics
  - Seaborn
    
    Seaborn
    
    Introduction
    
    Basic Plots
    
    Categorical Plots
    
    Advanced Visualizations
    
    Styling & Paletts
  - Sql
    
    Sql
  - Streamlit
    
    Streamlit
  - Web scraping
    
    Web scraping
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