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Data Science

Data Science Course

Data Science Course

Master the fundamentals of Data Science, from core programming and data manipulation to machine learning and real-world projects. This course is designed for aspiring data scientists and analysts.

  • Basics of Python, Data Types & Variables
  • Control Flow, Loops & Functions
  • File & Error Handling, Modules & Packages
  • Arrays, Indexing, Reshaping & Computations
  • DataFrames, Import/Export (CSV, Excel)
  • Filtering, GroupBy, Merge, Join & Missing Data Handling
  • Handling Duplicates & Outliers
  • String Operations & Regex
  • Encoding (One-Hot, Label)
  • Scaling & Normalization (MinMax, StandardScaler)
  • Matplotlib & Seaborn (Bar, Line, Heatmap, Pairplot)
  • Plotly & Interactive Dashboards (Dash/Streamlit Basics)
  • Descriptive & Inferential Statistics
  • Probability Distributions & Hypothesis Testing
  • Correlation, Regression & Model Evaluation Metrics
  • Supervised Learning (Regression, Classification, Decision Trees, Random Forest, KNN, Naive Bayes)
  • Unsupervised Learning (K-Means, Clustering, PCA)
  • Model Tuning (GridSearchCV, Cross Validation)
  • Model Deployment (Flask, Streamlit, Pickle/Joblib)
  • Domain Applications: Finance, Healthcare, Marketing
  • Tools: Git/GitHub, Jupyter, Interview Preparation & Portfolio Building

Course Features

  • Duration: 6 Month's
  • Full Course Fees: 40,000/-
  • Skill Level: Advanced
  • Language: Gujarati, Hindi, English
  • Certificate: Yes

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