AI Fundamentals · Intermediate

    CDS Video Series | Sec 03. Exploratory Data Analysis

    Data Analysis is one of the must-have skills for a professional in the field of data science. This workshop will be suitable for those who want to master the concept of Data Analytics starting from the very basics to the advanced level. Th…

    40+
    enrolled
    4 hrs
    of instruction
    7
    lectures
    4
    modules
    CDS Video Series | Sec 03. Exploratory Data Analysis

    What's inside

    Live sessions
    4 · 30 min
    GitHub repos
    2

    01 · What you'll be able to do

    Three things you can ship afterwards.

    Data Analysis is one of the must-have skills for a professional in the field of data science. This workshop will be suitable for those who want to master the concept of Data Analytics starting from the very basics to the advanced level. This full-day workshop will start with basics such as reading and analyzing data and will finish with a complete hands-on understanding of data analytics with a variety of visualization techniques. Learning Outcomes: In-depth understanding of data analysis techniques Hands-on exposure to statistical analysis of data Complete knowledge of different analysis methods with their importance Hands-on experience with data visualization using Python Note: ADaSci Members get 50% discount and Premium Members get 100% discount on the course.

    Comprehensive understanding

    Comprehensive understanding of Exploratory Data Analysis (EDA) techniques and methodologies.

    Proficiency in utilizing various

    Proficiency in utilizing various data visualization tools and libraries for EDA, such as Matplotlib, Seaborn, and Plotly.

    Mastery in identifying patterns

    Mastery in identifying patterns, trends, and outliers within datasets to derive meaningful insights.

    02 · Curriculum

    What's in the course.

    4 modules · 7 lectures · 30 min of sessions

    01 · 30m

    Each block is one module, sized by session length.

    • Exploratory Data Analysis5m
    • Exploratory Data Analysis in Python10m
    • Descriptive Statistics4m
    • Descriptive Statistics in Python11m

    04 · Is it for you?

    Who it's for, and what to bring.

    Built for

    • Beginners in Data Analysis

    Bring with you

    • Basic understanding of programming concepts in Python. Familiarity with fundamental statistical concepts such as mean, median, variance, and standard deviation.

    05 · FAQ

    Before you enrol.

    Each of the 4 modules is a recorded live session, with the GitHub repo from that session. Watch at your own pace.

    $34.99

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    $34.99, or free with Premium membership.

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