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Data Science
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50 advanced lessons covering feature engineering, MLOps, deep learning, transformers, causal inference, and real-world projects.
50
Premium Lessons
A-Z
Coverage
10+
Projects
β
Advanced Level
What You Will Learn
Advanced topics from feature engineering to deployment
FE
Feature Engineering
ML
Advanced ML
DL
Deep Learning
NLP
NLP & Transformers
CV
Computer Vision
MO
MLOps
ST
Statistics
CA
Causal Inference
RE
Recommendations
TS
Time Series
All Premium Lessons (50)
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01Advanced Feature Engineering02Feature Selection Methods03Pipeline Sklearn04Advanced Ensemble Methods05Bayesian Optimization06Survival Analysis07Causal Impact Synthesis08Spatial Data Analysis09Surveysampling Weights10Survival Analysis Healthcare11Reinforcement Learning Basics12Gan Fundamentals13Autoencoders Vae14Graph Neural Networks15Time Series Forecasting Advanced16Outlier Detection Algorithms17Rare Events Imbalanced Learning18Sentiment Analysis Nlp19Topic Modeling20Text Classification Advanced21Recommendation Engines22Anomaly Detection Streaming23A B Testing Advanced24Explainable Ai25Fairness Bias Audit26Ml System Design27Data Lakehouse Architecture28Streaming Data Pipelines29Data Quality Validation30Model Monitoring Drift31Experiment Tracking Mlflow32Docker Kubernetes Ml33Cloud Ml Platforms34Privacy Differential35Graph Analytics Networkx36Recommender Systems Deep Learning37Optimization Linear Programming38Simulation Monte Carlo39Bayesian Statistics40Ds Case Studies Interview41Experimentation Platform42Real Time Feature Store43Nlp Transformers Advanced44Computer Vision Advanced45Audio Speech Ds46Tabular Deep Learning47Tsdb Time Series Databases48Ds Portfolio Projects49Ds Technical Writing50Ds Capstone Masterclass