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    • Home
    • Courses
      • Courses Archive
      • Instructor Profile
      Decentralized Applications

      Decentralized Applications

      Free
      Read More
      Data Lit

      Data Lit

      Free
      Read More
    • School of AI Map
    • School of AI Fellowship
    • Blog
    • Contact

    Data Lit

    • Home
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    • Data Lit
    • Data Lit
    CoursesData LitData Lit
    • Data Collection 0/8

      • Lecture1.1
        Twitter Web Scraping for Sentiment Analysis 01 day
      • Lecture1.2
        SQL Techniques 01 day
      • Lecture1.3
        Cleaning Text Data 01 day
      • Lecture1.4
        Data Cleaning Tutorial with OpenRefine 01 day
      • Quiz1.1
        Data Cleaning Quiz 6 questions
      • Lecture1.5
        Reading Assignment (Web Scraping Techniques)
      • Lecture1.6
        Homework Assignment (Twitter Sentiment Analysis)
      • Lecture1.7
        Python Regular Expressions
    • Statistics and Probability 0/7

      • Lecture2.1
        Credit Scoring
      • Lecture2.2
        Discrete Probability
      • Lecture2.3
        Random Variables
      • Lecture2.4
        Central Limit Theorem
      • Lecture2.5
        Homework Assignment (Analyzing Distributions)
      • Lecture2.6
        Reading Assignment (Hypothesis Testing)
      • Quiz2.1
        Probability Quiz 4 questions
    • Visualization 0/8

      • Lecture3.1
        Big Data Visualization
      • Lecture3.2
        Types of Visualizations
      • Lecture3.3
        The Beauty of Data Visualization
      • Lecture3.4
        Data Visualization with Python Tutorial
      • Lecture3.5
        Dimensionality Reduction
      • Lecture3.6
        Reading Assignment (Visualization history)
      • Lecture3.7
        Reading Assignment (Visualization tools)
      • Lecture3.8
        Homework Assignment ( Data Visualization)
    • Regression 0/8

      • Lecture4.1
        Regression Mathematics
      • Lecture4.2
        Linear Regression in Python Tutorial
      • Lecture4.3
        Types of Regression
      • Lecture4.4
        Reading Assignment (Ridge and Lasso Regression)
      • Lecture4.5
        Logistic Regression
      • Lecture4.6
        Regression Quiz Study Guide
      • Quiz4.1
        Regression Quiz 5 questions
      • Lecture4.7
        Homework Assignment (housing price prediction)
    • Supervised Learning 0/9

      • Lecture5.1
        Disease Detection
      • Lecture5.2
        Content Recommendation
      • Lecture5.3
        Support Vector Machines
      • Lecture5.4
        Logistic Regression
      • Lecture5.5
        Decision Trees
      • Lecture5.6
        Reading Assignment (Comparing Techniques)
      • Lecture5.7
        Homework Assignment (Classifying Diseases)
      • Quiz5.1
        SVM Quiz 0 question
      • Lecture5.8
        Neural Networks
    • Supervised Learning Continued 0/9

      • Lecture6.1
        Supply Chain Management
      • Lecture6.2
        Preventing Customer Churn
      • Lecture6.3
        Ensemble Learning
      • Lecture6.4
        XGBoost
      • Lecture6.5
        Feature Engineering
      • Quiz6.1
        XGBoost Quiz 0 question
      • Lecture6.6
        Reading Assignment (Supervised Learning)
      • Lecture6.7
        Midterm Assignment (Ensembling a Solution)
      • Lecture6.8
        Self-Supervised Learning
    • Unsupervised Learning 0/9

      • Lecture7.1
        Personalized Learning
      • Lecture7.2
        Cybersecurity
      • Lecture7.3
        Anomaly Detection
      • Lecture7.4
        Time Series Modeling
      • Quiz7.1
        Time Series Quiz 0 question
      • Lecture7.5
        Clustering Techniques
      • Lecture7.6
        Reading Assignment (Modern Unsupervised Learning)
      • Lecture7.7
        Homework Assignment (Unsupervised Learning)
      • Lecture7.8
        Dimensional Reduction Techniques
    • Unsupervised Learning Continued 0/9

      • Lecture8.1
        Fraud Detection
      • Lecture8.2
        Portfolio Optimization
      • Lecture8.3
        Advanced Clustering Techniques
      • Quiz8.1
        Unsupervised Quiz 0 question
      • Lecture8.4
        Reading Assignment (The Future of Unsupervised Learning)
      • Lecture8.5
        Homework Assignment (Machine Translation)
      • Lecture8.6
        Latent Dirichlet Allocation
      • Lecture8.7
        The t-SNE Technique
      • Lecture8.8
        Dimensionality Reduction Techniques Compared
    • Deep Learning 0/9

      • Lecture9.1
        Drug Discovery
      • Lecture9.2
        Medical Imaging
      • Lecture9.3
        Adversarial Networks
      • Lecture9.4
        Capsule Networks
      • Quiz9.1
        Deep Learning Quiz 0 question
      • Lecture9.5
        Homework Assignment (Deep Learning Project)
      • Lecture9.6
        Reading Assignment (Deep Learning)
      • Lecture9.7
        Modern Deep Learning Techniques
      • Lecture9.8
        Backpropagation
    • Deep Reinforcement Learning 0/9

      • Lecture10.1
        Autonomous Systems
      • Lecture10.2
        Q&A Support Systems
      • Lecture10.3
        Genetic Algorithms
      • Quiz10.1
        Deep RL Quiz 0 question
      • Lecture10.4
        Homework Assignment (OpenAI Gym)
      • Lecture10.5
        Reading Assignment (Data Science & RL)
      • Lecture10.6
        Reinforcement Learning in Data Science
      • Lecture10.7
        Robotic Data
      • Lecture10.8
        Internet of Things Systems
    • Distributed Computing 0/9

      • Lecture11.1
        Hadoop
      • Lecture11.2
        PySpark
      • Lecture11.3
        Kubernetes
      • Lecture11.4
        Docker
      • Quiz11.1
        Kubeflow Quiz 0 question
      • Lecture11.5
        Reading Assignment (Scaling Data Science)
      • Lecture11.6
        Homework Assignment (Containerization)
      • Lecture11.7
        Modern Distributed Systems
      • Lecture11.8
        Integration Tools
    • Data Storytelling 0/9

      • Lecture12.1
        Data Science Presentation guide
      • Lecture12.2
        Designing an Automated Pipeline
      • Lecture12.3
        Visual Science
      • Lecture12.4
        Empathy-Driven Storytelling
      • Quiz12.1
        Storytelling Quiz 0 question
      • Lecture12.5
        Final (Data Science Group Project)
      • Lecture12.6
        Reading Assignment (Well crafted presentations)
      • Lecture12.7
        Using Analytics as a Tool
      • Lecture12.8
        Types of Insights
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        Decentralized Applications

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