Data Science Mastery: Python, ML, AI & Big Data (End-to-End Projects Included)

  • Unlock the full potential of Data Science with Python, Machine Learning, AI, and Big Data

Created by John Doe

  • ENGLISH

About the course

What You’ll Master

✅ Python & Tools for Data Science

  • Python Programming: Pandas, NumPy, Matplotlib, and Seaborn.

  • SQL: Query databases (PostgreSQL, MySQL) for data extraction.

  • Jupyter Notebooks: Interactive coding and documentation.

✅ Data Wrangling & EDA

  • Clean messy data (missing values, outliers).

  • Perform Exploratory Data Analysis (EDA) with statistical summaries.

  • Feature engineering for ML readiness.

✅ Statistics & Mathematics

  • Descriptive and inferential statistics (hypothesis testing, p-values).

  • Linear algebra and calculus essentials for ML algorithms.

✅ Machine Learning & AI

  • Supervised Learning: Regression, classification (Scikit-learn).

  • Unsupervised Learning: Clustering (K-Means), PCA.

  • Deep Learning: Neural networks with TensorFlow/Keras.

  • NLP: Text processing, sentiment analysis.

✅ Big Data & Cloud

  • Spark: Distributed data processing.

  • AWS/GCP: Deploy models on cloud platforms.

  • Hadoop: Basics of HDFS and MapReduce.

✅ Visualization & Storytelling

  • Build dashboards with Tableau/Power BI.

  • Create interactive plots with Plotly.

  • Present insights to stakeholders effectively.

✅ End-to-End Projects

  • Predictive analytics (sales forecasting, churn prediction).

  • Image classification with CNNs.

  • Recommendation systems (collaborative filtering).

 

Course Curriculum

What do we offer

Live learning

Learn live with top educators, chat with teachers and other attendees, and get your doubts cleared.

Structured learning

Our curriculum is designed by experts to make sure you get the best learning experience.

Community & Networking

Interact and network with like-minded folks from various backgrounds in exclusive chat groups.

Learn with the best

Stuck on something? Discuss it with your peers and the instructors in the inbuilt chat groups.

Practice tests

With the quizzes and live tests practice what you learned, and track your class performance.

Get certified

Flaunt your skills with course certificates. You can showcase the certificates on LinkedIn with a click.

Reviews

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