Brains Build AI is an AI-powered automation platform for Machine Learning, Data Science, Data Analysis, and Data Engineering. It helps clean, preprocess, analyze, and optimize datasets for AI-driven decision-making. Brains Build AI integrates with Scikit-learn, TensorFlow, XGBoost, and more, making it an all-in-one ML workflow automation tool for businesses, researchers, and developers.

Brains Build AI is designed for data-driven professionals across industries, including:

• Data Scientists & ML Engineers – Speed up data cleaning, feature selection, and model tuning.

• Businesses & Enterprises – Automate data-driven decision-making with minimal coding.

• AI Enthusiasts & Researchers – Build, test, and optimize ML models without manual effort.

• Analysts & BI Professionals – Generate real-time insights, trend analysis, and reports.

• Developers & AI Startups – Integrate ML workflows seamlessly into applications.

Whether you’re handling small-scale datasets or enterprise-grade ML pipelines, Brains Build AI simplifies your workflow and saves time, effort, and resources.

• Missing value imputation
  SimpleImputer, KNNImputer, IterativeImputer and many more.

• Feature scaling & transformation
  StandardScaler, MinMaxScaler, MaxAbsScaler, RobustScaler, Normalizer, QuantileTransformer, PowerTransformer and many more.

• Categorical encoding
  OneHotEncoder, LabelEncoder, OrdinalEncoder, Binarizer, TargetEncoder, BinaryEncoder, HashingEncoder, HelmertEncoder, PolynomialEncoder, BackwardDifferenceEncoder and many more.

• Feature selection & dimensionality reduction
  VarianceThreshold, SelectFromModel, SequentialFeatureSelector, PCA, KernelPCA, FastICA, FactorAnalysis, TruncatedSVD, UMAP, TSNE, Isomap, MDS, LDA and many more.

• Outlier detection & handling
  DBSCAN, OPTICS, GaussianMixture, Birch, MeanShift and many more.

• Data balancing techniques for imbalanced datasets
  SMOTE, RandomOverSampler, RandomUnderSampler

• Data duplication detection & handling
  Automatic duplicate detection and removal

• Correlation & feature importance analysis
  Collinearity detection using SelectNonCollinear, Permutation Importance

• Custom transformation & advanced arithmetic operations
  Logarithm, Exponential, Square Root, Min-Max, Absolute Difference and many more.

• Machine Learning & Deep Learning Modeling
  Logistic Regression, Random Forest, Support Vector Machines (SVM), XGBoost, LightGBM, CatBoost, K-Nearest Neighbors (KNN), Gradient Boosting, Decision Trees, Neural Networks (TensorFlow/Keras) and many more.

• Model Evaluation & Metrics
  Accuracy, Precision, Recall, F1 Score, ROC-AUC, Mean Absolute Error (MAE), Mean Squared Error (MSE), R² Score, Confusion Matrix, Classification Report, Cross-Validation

• Auto-generated exploratory data analysis (EDA) reports
  SweetViz, ydata_profiling and Custom profiling statics.

Yes! Brains Build AI provides interactive and AI-powered data visualization using:

• Plotly & Seaborn – Real-time charts & graphs

• Matplotlib & Plotly Express – Custom auto dashboards

• SweetViz & ydata_profiling – Automated reports with data insights.

Brains Build AI is available through a subscription-based with four flexible plans to fit different needs:

• Basic Plan – Ideal for individuals and small businesses

• Pro Plan – Designed for growing teams with advanced features

• Premium Plan – Best for large-scale data science and ML projects

• Enterprise Plan – Fully customizable with priority support and additional features

For more details on pricing and features, visit the Pricing tab.

For companies or startups looking for custom solutions, bulk licenses, or additional integrations, contact us directly at Contact Us for tailored plans and enterprise solutions.