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Data Science Course with Python

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    Grow your Data Science skills
    This comprehensive hands-on course takes you from the fundamentals of Data Science to an advanced level in weeks. Get hands-on programming experience in Python that you’ll be able to immediately apply in the real world. Equip yourself with the skills you need to work with large data sets, build predictive models and tell a compelling story to stakeholders.
    You’ll learn the end-to-end data science process, covering everything you need to know to derive value from complex data. By the end of the course, you will be able to communicate data insights effectively through data visualizations. For your capstone, you’ll put machine-learning models into production to address a real-world data challenge.

    Data Science with Python Course Curriculum

    1
    Course Introduction
    2
    Introduction to Data Science
    3
    Introduction to AI and Machine Learning
    4
    Python basic constructs
    5
    Maths for DS-Statistics & Probability
    6
    Probability and Statistics
    7
    NumPy for mathematical computing
    8
    SciPy for scientific computing
    9
    Data Analysis and manipulation using Pandas
    10
    Data visualization with Matplotlib
    11
    Data visualization with Seaborn
    12
    Machine Learning using Python
    13
    Supervised Learning
    14
    Feature Engineering
    15
    Supervised Learning Classification
    16
    Linear Regression
    17
    Logistic Regression
    18
    Decision Tree
    19
    Random Forest
    20
    KNN
    21
    Unsupervised Learning
    22
    Time Series Forecasting
    23
    Ensemble Learning
    24
    Recommender Systems
    25
    Project Highlight