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    • Classification: Two Class
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  • About

relataly.com

  • AI
    • Simple Regression
    • Classification: Two Class
    • Classification: Multi-Class
    • Clustering
    • Time Series Forecasting
    • Anomaly Detection
    • Natural Language
    • Recommender Systems
    • Reinforcement Learning
    • Responsible AI
  • Use Cases
    • Stock Market Forecasting
    • Algorithmic Trading
    • Sentiment Analysis
    • Churn Prediction
    • Fraud Detection
    • Predictive Maintenance
    • Marketing Automation
    • Customer Segmentation
    • Sales Forecasting
    • ChatBots
    • Fighting Crime
    • Risk Management
    • Image Recognition
  • Algorithms
    • CNNs
    • RNNs (LSTM)
    • Decision Trees
    • Random Decision Forests
    • Random Isolation Forest
    • Local Outlier Factor
    • Gradient Boosting
    • Collaborative Filtering
    • Content-based Filtering
    • K-Nearest Neighbors
    • K-Means
    • Affinity Propagation
    • Agglomerative Clustering
    • Logistic Regression
    • Naive Bayes
    • ARIMA
  • Data Science
    • Exploratory Data Analysis
    • Feature Engineering
    • Hyperparameter Tuning
    • Dimensionality Reduction
    • Model Interpretation
    • Data Visualization
    • Correlation
    • Measuring Performance
    • Cross-Validation
    • Vector Databases
    • SQLite
    • Data Science Environments
      • Anaconda
      • Azure Machine Learning
    • Python Libraries
      • Scikit-Learn
      • Tensorflow
      • Keras
      • Pytorch
      • PySpark
      • Chainer
      • OpenAI Gym
      • Seaborn
      • Fairlearn
      • Facebook Prophet
      • GeoPandas
  • Data & APIs
    • OpenAI API
    • REST APIs
    • NewsAPI
    • Coinmarketcap API
    • Coinbase API
    • Gate.io API
    • Yahoo Finance API
    • Statworx COVID-19 API
    • Twitter API
    • Reddit API
    • Kaggle Competitions
    • Synthetic Data
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Intermediate Tutorials

Here, you’ll find all intermediate machine learning tutorials. These aim to teach people with some previous knowledge of machine learning concepts and techniques more advanced topics in the field. These tutorials assume that the learner has a basic understanding of machine learning principles, such as supervised and unsupervised learning, and is looking to deepen their knowledge and develop more advanced skills. Intermediate machine learning tutorials cover topics like deep learning, natural language processing and may use more complex datasets and advanced techniques to illustrate the concepts. If you already have some experience with machine learning, intermediate tutorials will be a valuable resource to expand your knowledge of machine learning and improve your skills in the field.

a robot twitter bird posting a tweed, colorful popart

How to Build a Twitter News Bot with OpenAI ChatGPT and NewsAPI in Python

May 27, 2023May 6, 2023

It’s no secret that Large Language Models (LLMs) are a powerful tool for automating social media tasks. Not only can … Read more

From Pirates to Nobleman: Simulating Conversations between Various Characters using OpenAI’s ChatGPT and Python

May 27, 2023April 25, 2023

Are you curious how artificial intelligence and natural language processing can transport you back in time to witness a conversation … Read more

prompt engineering for ChatGPT in business

ChatGPT Prompt Engineering Guide: Practical Advice for Business Use Cases

May 13, 2023March 31, 2023

As businesses continue to embrace the power of conversational AI, the ability to craft effective prompts for ChatGPT has become … Read more

predictive maintenance python machine learning tutorial iot manufacturing

Predictive Maintenance: Predicting Machine Failure using Sensor Data with XGBoost and Python

May 27, 2023January 8, 2023

Predictive maintenance is a game-changer for the modern industry. Still, it is based on a simple idea: By using machine … Read more

Univariate Stock Market Forecasting using Facebook Prophet in Python

May 27, 2023December 15, 2022

Have you ever wondered how Facebook predicts the future? Meet Facebook Prophet, the open-source time series forecasting tool developed by … Read more

onchain-analysis - tutorial blockchain data in python CryptoCompare api

On-Chain Analytics: Metrics for Analyzing Blockchains in Python

May 27, 2023November 12, 2022

Cryptocurrencies like Bitcoin or Ethereum are built on public blockchains, meaning anyone can see the transactions and trades happening on … Read more

movie recommender python machine learning relataly midjourney-min

Create a Personalized Movie Recommendation Engine using Content-based Filtering in Python

May 27, 2023July 25, 2022

Content-based recommender systems are a popular type of machine learning algorithm that recommends relevant articles based on what a user … Read more

Using Random Search to Tune the Hyperparameters of a Random Decision Forest with Python

May 27, 2023April 7, 2022

Perfecting your machine learning model’s hyperparameters can often feel like hunting for a proverbial needle in a haystack. But with … Read more

time series prediction machine learning python tutorial relataly midjourney

Stock Market Forecasting Neural Networks for Multi-Output Regression in Python

May 27, 2023July 13, 2021

Multi-output time series regression can forecast several steps of a time series at once. The number of neurons in the … Read more

credit card fraud detection python machine learning tutorial cyber criminal neon lights-min

Multivariate Anomaly Detection on Time-Series Data in Python: Using Isolation Forests to Detect Credit Card Fraud

May 27, 2023June 16, 2021

Credit card fraud has become one of the most common use cases for anomaly detection systems. The number of fraud … Read more

recommender systems python tutorial movie recommender python collaborative filtering

Build a High-Performing Movie Recommender System using Collaborative Filtering in Python

May 27, 2023May 31, 2021

The digital age presents us with an unmanageable number of decisions and even more options. Which series to watch today? … Read more

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