ABOUT DATA SCIENCE TRAINING

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Data Science was developed through contributions from statisticians, computer scientists, and major tech organizations like Google and others. This instructional tutorial will introduce you to the fundamentals of Data Science and will also take you through some advanced concepts related to data processing, analysis, and predictive modeling.

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About Data Science Training

Data Science training in Chennai is designed for individuals who aspire to turn raw data into actionable insights using advanced analytical, statistical, and machine learning techniques. This course is ideal for students, professionals, career-switchers, and anyone interested in solving real-world problems through data. The program begins with foundational topics in Python and statistics, then progresses through data wrangling, visualization, machine learning algorithms, and project deployment. Learners gain hands-on experience working with real datasets from domains such as healthcare, e-commerce, banking, and telecom. Through a structured curriculum and practical implementation, participants in Data Science training in Chennai build end-to-end analytics pipelines and predictive models, preparing for roles in analytics, data engineering, AI, and business intelligence.

Data Science Courses at DLK

Data Science training in Chennai is available at beginner, intermediate, and advanced levels. Newcomers can enroll in Foundations of Data Science with Python, while experienced learners can take Advanced Machine Learning and AI Modules or Data Science with Big Data Tools. Specializations such as NLP, Computer Vision, and Business Analytics are also available. The curriculum includes Python programming, data preprocessing, exploratory data analysis, visualization, supervised and unsupervised learning, and model deployment. Learners also work with tools such as Pandas, NumPy, Matplotlib, Scikit-learn, TensorFlow, Power BI, and SQL. Real-world projects include churn prediction, recommendation systems, sentiment analysis, fraud detection, and sales forecasting—helping learners build a professional portfolio and apply their skills practically.

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Course Highlights and Why Data Science in Chennai at DLK?

Syllabus

  • What is data science? Understanding the data life cycle
  • Key roles: Data Analyst, Data Scientist, ML Engineer
  • Business use cases and applications
  • Variables, loops, functions, file handling
  • Libraries: NumPy, Pandas, Matplotlib, Seaborn
  • Data structures and data manipulation
  • Descriptive and inferential statistics
  • Probability distributions and hypothesis testing
  • Correlation, regression, and statistical modeling
  • Handling missing data, duplicates, and outliers
  • Grouping, filtering, sorting datasets
  • Data visualization techniques for storytelling
  • Supervised learning: Linear regression, decision trees, SVM
  • Unsupervised learning: Clustering, PCA, dimensionality reduction
  • Model training, validation, and evaluation
  • Deep learning basics using TensorFlow/Keras
  • Natural language processing (NLP) with text analytics
  • Time series forecasting and anomaly detection Base Adaptor & Jsp:getProperty
  • SQL for data querying
  • Power BI and Tableau for dashboard creation
  • Jupyter Notebook, Google Colab, and Git for development
  • Saving and deploying models with Flask
  • Building REST APIs for ML apps
  • Cloud deployment basics using Streamlit, Docker
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Data Science Certification Training in Chennai

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