Beginner Friendly Updated 2026

Data Lib-Visualization -Numpy Pandas

Master Python Data Libraries For Expert Data Science.

5 (1,234 Reviews)
2,456 Students
58+ Hours
18 Modules
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Looking for professional Data Lib-Visualization -Numpy Pandas & training in Gurugram Our comprehensive course at Blazingminds Learning is designed for students, working professionals, and business owners who want to gain practical expertise in Data analysis; Pandas; NumPy. The training covers industry-relevant concepts, hands-on projects, real-world case studies, and certification preparation to help learners build job-ready skills.

With expert trainers, flexible learning schedules, and placement assistance, our Data Lib-Visualization -Numpy Pandas course in Gurugram helps participants stay competitive in today's job market. Whether you are a beginner or an experienced professional looking to upskill, this program provides the knowledge and practical experience needed to succeed.

Enroll today in the leading Data Lib-Visualization -Numpy Pandas training institute in Gurugram and take the next step toward your career goals.

Industry Recognized Course

What You'll Learn

Perform data analysis and visualization

Course Curriculum

18 Modules • 241 Lessons

What is Data Analysis?

10 min Preview

Compare Data Analyst, Data Scientist, and Data Engineer roles, responsibilities, toolsets, and career paths at Blazingminds Learning.

Data Analyst vs Data Scientist vs Data Engineer

10 min

Learn the end-to-end data analysis lifecycle from problem definition and data collection to cleaning, modeling, and business visualization.

Typical data-analysis lifecycle Define problem Acquire data Inspect Clean Transform Analyze Visualize Communicate

10 min

Master Structured vs semi-structured data in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in data analysis fundamentals techniques.

Structured vs semi-structured data

10 min

Master Rows, columns, observations and variables in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in data analysis fundamentals techniques.

Rows, columns, observations and variables

10 min

Master Numerical vs categorical data in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in data analysis fundamentals techniques.

Numerical vs categorical data

10 min

Master Discrete vs continuous data in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in data analysis fundamentals techniques.

Discrete vs continuous data

10 min

Master Missing and invalid data in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in data analysis fundamentals techniques.

Missing and invalid data

10 min

Master Introduction to Jupyter Notebook / VS Code in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in data analysis fundamentals techniques.

Introduction to Jupyter Notebook / VS Code

10 min

Master Python environment and package management in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy fundamentals techniques.

Python environment and package management

10 min

Master Installing NumPy, Pandas and Matplotlib in NumPy with hands-on Python code examples and exercises at Blazingminds Learning.

Installing NumPy, Pandas and Matplotlib

10 min

Master Why NumPy? in NumPy with hands-on Python code examples and exercises at Blazingminds Learning.

Why NumPy?

10 min Preview

Master Python lists vs NumPy arrays in NumPy with hands-on Python code examples and exercises at Blazingminds Learning.

Python lists vs NumPy arrays

10 min

Master ndarray in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy fundamentals techniques.

ndarray

10 min

Master Dimensions in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy fundamentals techniques.

Dimensions

10 min

Master Shape in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy fundamentals techniques.

Shape

10 min

Master Size in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy fundamentals techniques.

Size

10 min

Master Data type in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy fundamentals techniques.

Data type

10 min

Master Creating Arrays in NumPy (array, zeros, ones, full, arange, linspace) in NumPy with hands-on Python code examples and exercises at Blazingminds Learning.

Creating arrays array zeros ones full arange linspace identity matrices

10 min

Master Array inspection in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Array inspection

10 min

Master Changing shape in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Changing shape

10 min

Master Reshape in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Reshape

10 min

Master Flatten vs ravel in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Flatten vs ravel

10 min

Master Transpose in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Transpose

10 min

Master Basic indexing in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Basic indexing

10 min Preview

Master Slicing in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Slicing

10 min

Master 2D indexing in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

2D indexing

10 min

Master Boolean masks in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Boolean masks

10 min

Master Conditional selection in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Conditional selection

10 min

Master Fancy indexing in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Fancy indexing

10 min

Master Vectorized operations in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Vectorized operations

10 min

Master Universal functions in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Universal functions

10 min

Master Mathematical operations in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Mathematical operations

10 min

Master Comparison operations in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Comparison operations

10 min

Master where() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

where()

10 min

Master Broadcasting in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy indexing & operations techniques.

Broadcasting

10 min

Master Aggregations in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Aggregations

10 min

Master sum() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

sum()

10 min

Master mean() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

mean()

10 min

Master min() / max() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

min() / max()

10 min

Master std() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

std()

10 min

Master median() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

median()

10 min

Master Axis concept in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Axis concept

10 min

Master axis=0 vs axis=1 in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

axis=0 vs axis=1

10 min

Master Random number generation in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Random number generation

10 min Preview

Master Reproducibility in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Reproducibility

10 min

Master Probability simulations in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Probability simulations

10 min

Master Random distributions in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Random distributions

10 min

Master Sorting in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Sorting

10 min

Master Searching in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Searching

10 min

Master Unique values in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Unique values

10 min

Master Set operations in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Set operations

10 min

Master Combining arrays in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Combining arrays

10 min

Master Splitting arrays in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Splitting arrays

10 min

Master Copy vs view in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Copy vs view

10 min

Master Memory considerations in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Memory considerations

10 min

Master Numerical precision in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Numerical precision

10 min

Master Handling NaN in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Handling NaN

10 min

Master Basic linear algebra concepts in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in numpy math & aggregations techniques.

Basic linear algebra concepts

10 min

Learn Why Pandas? in Pandas for high-performance data manipulation and analysis with Blazingminds Learning.

Why Pandas?

10 min Preview

Learn Series in Pandas for high-performance data manipulation and analysis with Blazingminds Learning.

Series

10 min

Learn DataFrame in Pandas for high-performance data manipulation and analysis with Blazingminds Learning.

DataFrame

10 min

Master Index in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Index

10 min

Master Columns in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Columns

10 min

Learn Creating DataFrames in Pandas for high-performance data manipulation and analysis with Blazingminds Learning.

Creating DataFrames

10 min

Master Creating DataFrames from Dictionaries, Lists, and NumPy Arrays in NumPy with hands-on Python code examples and exercises at Blazingminds Learning.

Creating DataFrames from: dictionaries lists NumPy arrays

10 min

Master head() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

head()

10 min

Master tail() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

tail()

10 min

Master shape in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

shape

10 min

Master columns in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

columns

10 min

Master index in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

index

10 min

Master dtypes in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

dtypes

10 min

Master info() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

info()

10 min

Master describe() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

describe()

10 min

Master Selecting columns in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Selecting columns

10 min

Master Selecting rows in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Selecting rows

10 min

Master loc in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

loc

10 min

Master iloc in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

iloc

10 min

Master CSV in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

CSV

10 min Preview

Master Excel in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Excel

10 min

Master JSON in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

JSON

10 min

Master Reading files in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Reading files

10 min

Master Writing files in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Writing files

10 min

Master Encoding problems in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Encoding problems

10 min

Master Headers in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Headers

10 min

Master Index columns in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Index columns

10 min

Master Selecting columns during import in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Selecting columns during import

10 min

Master Parsing dates in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Parsing dates

10 min

Master Handling bad records in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Handling bad records

10 min

Master File paths in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

File paths

10 min

Master Basic data ingestion pipeline in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas & data import techniques.

Basic data ingestion pipeline

10 min

Master Understanding dirty data in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

Understanding dirty data

10 min Preview

Master Missing values in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

Missing values

10 min

Master isna() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

isna()

10 min

Master notna() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

notna()

10 min

Master dropna() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

dropna()

10 min

Master fillna() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

fillna()

10 min

Master Forward/backward filling in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

Forward/backward filling

10 min

Master Duplicate records in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

Duplicate records

10 min

Master duplicated() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

duplicated()

10 min

Master drop_duplicates() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

drop_duplicates()

10 min

Master Incorrect data types in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

Incorrect data types

10 min

Master astype() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

astype()

10 min

Master Numeric conversion in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

Numeric conversion

10 min

Master Date conversion in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

Date conversion

10 min

Master String cleaning in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

String cleaning

10 min

Master Standardizing categories in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

Standardizing categories

10 min

Master Outlier identification in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

Outlier identification

10 min

Master Invalid values in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

Invalid values

10 min

Master Data validation in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

Data validation

10 min

Master Before/after quality checks in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas data cleaning techniques.

Before/after quality checks

10 min

Master Boolean filtering in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Boolean filtering

10 min Preview

Master Multiple conditions in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Multiple conditions

10 min

Master isin() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

isin()

10 min

Master between() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

between()

10 min

Master query() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

query()

10 min

Master Sorting in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Sorting

10 min

Master Ranking in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Ranking

10 min

Master Creating calculated columns in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Creating calculated columns

10 min

Master Conditional columns in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Conditional columns

10 min

Master assign() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

assign()

10 min

Master map() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

map()

10 min

Master replace() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

replace()

10 min

Master apply() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

apply()

10 min

Master Vectorization vs apply() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Vectorization vs apply()

10 min

Master String operations in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

String operations

10 min

Master Split-Apply-Combine in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Split-Apply-Combine

10 min Preview

Master groupby() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

groupby()

10 min

Master Single aggregation in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Single aggregation

10 min

Master Multiple aggregations in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Multiple aggregations

10 min

Master agg() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

agg()

10 min

Master Named aggregation in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Named aggregation

10 min

Master Grouping by multiple columns in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Grouping by multiple columns

10 min

Master transform() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

transform()

10 min

Master filter() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

filter()

10 min

Master value_counts() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

value_counts()

10 min

Master Ranking within groups in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Ranking within groups

10 min

Master Percentage contribution in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Percentage contribution

10 min

Master Aggregation vs transformation in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas filtering & groupby techniques.

Aggregation vs transformation

10 min

Master Relational data concepts in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Relational data concepts

10 min Preview

Master Primary keys in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Primary keys

10 min

Master Foreign keys in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Foreign keys

10 min

Master One-to-one relationships in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

One-to-one relationships

10 min

Master One-to-many relationships in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

One-to-many relationships

10 min

Master merge() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

merge()

10 min

Master Inner join in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Inner join

10 min

Master Left join in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Left join

10 min

Master Right join in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Right join

10 min

Master Outer join in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Outer join

10 min

Master Joining on multiple columns in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Joining on multiple columns

10 min

Master concat() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

concat()

10 min

Master Index-based joins in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Index-based joins

10 min

Master Duplicate-key problems in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Duplicate-key problems

10 min

Master Data validation after joins in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Data validation after joins

10 min

Master Wide vs long data in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Wide vs long data

10 min Preview

Master pivot() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

pivot()

10 min

Master pivot_table() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

pivot_table()

10 min

Master melt() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

melt()

10 min

Master stack() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

stack()

10 min

Master unstack() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

unstack()

10 min

Master MultiIndex basics in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

MultiIndex basics

10 min

Master Crosstab in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Crosstab

10 min

Master Choosing the right data shape in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas merging & reshaping techniques.

Choosing the right data shape

10 min

Master Datetime fundamentals in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

Datetime fundamentals

10 min Preview

Master pd.to_datetime() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

pd.to_datetime()

10 min

Master Date components in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

Date components

10 min

Master .dt in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

.dt

10 min

Master Year/month/day extraction in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

Year/month/day extraction

10 min

Master Week information in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

Week information

10 min

Master Date filtering in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

Date filtering

10 min

Master Date differences in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

Date differences

10 min

Master Time periods in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

Time periods

10 min

Master Resampling in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

Resampling

10 min

Master Rolling calculations in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

Rolling calculations

10 min

Master Moving averages in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

Moving averages

10 min

Master Month-over-month analysis in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

Month-over-month analysis

10 min

Master Year-over-year analysis in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas time series analysis techniques.

Year-over-year analysis

10 min

Master Why visualization? in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Why visualization?

10 min Preview

Master Visualization vs analysis in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Visualization vs analysis

10 min

Master Matplotlib architecture in Matplotlib to build informative, publication-grade data visualizations at Blazingminds Learning.

Matplotlib architecture

10 min

Master Figure in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Figure

10 min

Master Axes in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Axes

10 min

Master Plot in Matplotlib to build informative, publication-grade data visualizations at Blazingminds Learning.

Plot

10 min

Master Line chart in Matplotlib to build informative, publication-grade data visualizations at Blazingminds Learning.

Line chart

10 min

Master Bar chart in Matplotlib to build informative, publication-grade data visualizations at Blazingminds Learning.

Bar chart

10 min

Master Horizontal bar chart in Matplotlib to build informative, publication-grade data visualizations at Blazingminds Learning.

Horizontal bar chart

10 min

Master Scatter plot in Matplotlib to build informative, publication-grade data visualizations at Blazingminds Learning.

Scatter plot

10 min

Master Histogram in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Histogram

10 min

Master Pie chart — when appropriate and when not in Matplotlib to build informative, publication-grade data visualizations at Blazingminds Learning.

Pie chart — when appropriate and when not

10 min

Master Labels in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Labels

10 min

Master Titles in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Titles

10 min

Master Legends in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Legends

10 min

Master Grid in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Grid

10 min

Master Colors in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Colors

10 min

Master Figure size in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Figure size

10 min

Master Multiple plots in Matplotlib to build informative, publication-grade data visualizations at Blazingminds Learning.

Multiple plots

10 min Preview

Master Subplots in Matplotlib to build informative, publication-grade data visualizations at Blazingminds Learning.

Subplots

10 min

Master Figure layouts in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Figure layouts

10 min

Master Multiple axes in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Multiple axes

10 min

Master Annotations in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Annotations

10 min

Master Reference lines in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Reference lines

10 min

Master Highlighting important points in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Highlighting important points

10 min

Master Custom colors in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Custom colors

10 min

Master Custom ticks in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Custom ticks

10 min

Master Date-based charts in Matplotlib to build informative, publication-grade data visualizations at Blazingminds Learning.

Date-based charts

10 min

Master Saving figures in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Saving figures

10 min

Master High-resolution output in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

High-resolution output

10 min

Master Styling in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Styling

10 min

Master Dashboard-style layouts in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in matplotlib visualization techniques.

Dashboard-style layouts

10 min

Master Avoiding misleading charts in Matplotlib to build informative, publication-grade data visualizations at Blazingminds Learning.

Avoiding misleading charts

10 min

Master Choosing appropriate chart types in Matplotlib to build informative, publication-grade data visualizations at Blazingminds Learning.

Choosing appropriate chart types

10 min

Perform thorough Exploratory Data Analysis (EDA) to discover hidden patterns, relationships, and actionable insights with Blazingminds Learning.

What is EDA?

10 min Preview

Master Asking analytical questions in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in exploratory data analysis techniques.

Asking analytical questions

10 min

Master Dataset profiling in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in exploratory data analysis techniques.

Dataset profiling

10 min

Master Univariate analysis in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in exploratory data analysis techniques.

Univariate analysis

10 min

Master Bivariate analysis in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in exploratory data analysis techniques.

Bivariate analysis

10 min

Master Multivariate analysis in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in exploratory data analysis techniques.

Multivariate analysis

10 min

Master Distribution analysis in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in exploratory data analysis techniques.

Distribution analysis

10 min

Master Correlation in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in exploratory data analysis techniques.

Correlation

10 min

Master Outliers in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in exploratory data analysis techniques.

Outliers

10 min

Master Segmentation in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in exploratory data analysis techniques.

Segmentation

10 min

Master Trend analysis in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in exploratory data analysis techniques.

Trend analysis

10 min

Master Visualization-driven exploration in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in exploratory data analysis techniques.

Visualization-driven exploration

10 min

Master Finding anomalies in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in exploratory data analysis techniques.

Finding anomalies

10 min

Master Generating insights in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in exploratory data analysis techniques.

Generating insights

10 min

Master Vectorization in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas code optimization techniques.

Vectorization

10 min Preview

Master Avoiding unnecessary loops in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas code optimization techniques.

Avoiding unnecessary loops

10 min

Master Avoiding excessive apply() in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas code optimization techniques.

Avoiding excessive apply()

10 min

Master Efficient column selection in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas code optimization techniques.

Efficient column selection

10 min

Master Memory usage in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas code optimization techniques.

Memory usage

10 min

Master Data types and memory in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas code optimization techniques.

Data types and memory

10 min

Master Categorical data in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas code optimization techniques.

Categorical data

10 min

Master Efficient filtering in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas code optimization techniques.

Efficient filtering

10 min

Master Chunk-based processing in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas code optimization techniques.

Chunk-based processing

10 min

Master Large CSV processing in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas code optimization techniques.

Large CSV processing

10 min

Master Profiling analytical code in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas code optimization techniques.

Profiling analytical code

10 min

Master Writing reusable analysis functions in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas code optimization techniques.

Writing reusable analysis functions

10 min

Master Clean notebook structure in Python Data Analysis with Blazingminds Learning. Gain hands-on experience in pandas code optimization techniques.

Clean notebook structure

10 min

Apply real-world data analysis, cleaning, aggregation, and visualization techniques in a comprehensive capstone project with Blazingminds Learning.

Tasks Of Project : Load datasets Profile data Clean data Resolve missing values Remove duplicates Merge datasets Engineer features Calculate KPIs Group by region/category/store Analyze monthly trends Create visualizations Identify business opportunities Produce an analytical report

10 min Preview

Apply real-world data analysis, cleaning, aggregation, and visualization techniques in a comprehensive capstone project with Blazingminds Learning.

Customer Analytics : Students investigate- Who are the most valuable customers? Which customers are becoming inactive? Which products drive repeat purchases? What is the average customer value? Which segments generate the most revenue?

10 min

Apply real-world data analysis, cleaning, aggregation, and visualization techniques in a comprehensive capstone project with Blazingminds Learning.

Student responsibilities Phase 1 — Understand Understand business context Identify analytical questions Define KPIs Phase 2 — Prepare Import data Validate schema Clean data Handle missing values Resolve duplicates Phase 3 — Transform Merge datasets Create features Aggregate Reshape Phase 4 — Analyze Trends Segments Relationships Outliers Performance Phase 5 — Visualize Create an analytical story using Matplotlib. Phase 6 — Communicate Students produce: Notebook Clean dataset 5–8 business charts Executive summary Business recommendations

10 min Preview

Apply real-world data analysis, cleaning, aggregation, and visualization techniques in a comprehensive capstone project with Blazingminds Learning.

In case you are thinking of beginning your IT career, Data Lib-Visualization -Numpy Pandas is the best course program to start and our is structured in such a way that you will be job ready on the first day after course completion.

Course Description

Prerequisites

  • Basic Python
  • Basic Math (Optional)

Skills You'll Gain

Data Analysis; Pandas; Numpy

Your Instructors

Manoj Yadav

Lead Instructor

Tech Consultant

15+ Years Experience in Python,Unix,Database ,AI, ML, And Backend Systems For Developing Solutions. Total Expereince in teaching 15

⭐ 4.1 (121 Reviews)
👨‍🎓 1200 Students
📚 12 Courses

Student Reviews

4.6 (5 Rating or 4.8)
M

Manish Kumar

★ ★ ★ ★ ☆

"Sir explained NumPy and Pandas concepts in a clear and practical manner. The sessions helped connect data manipulation techniques with real-world analytical tasks."

A

Amit Sharma

★ ★ ★ ★ ☆

"course offered a useful combination of concepts, demonstrations, and practical exercises. Course teacher made data handling easier to understand with a clear teaching style."

D

Dipesh Pandey

★ ★ ★ ★ ☆

"A well-paced learning experience covering important data processing concepts. The practical approach helped reinforce the lessons and made the tools easier to use confidently."

F

Fateh Singh

★ ★ ★ ★ ★

"Insititute Sir presented technical topics in an accessible way and used practical examples to improve understanding. The overall course structure made learning data concepts more engaging."

N

Niharika Singh

★ ★ ★ ★ ☆

"Blazingminds learning gurgaon delivered a productive learning environment, while manoj sir provided helpful explanations and demonstrations. The course was valuable for developing a stronger foundation in Python-based data analysis."

FAQ

🔹 Is this course available online or offline?

Yes, course is available in both modes.

🔹 Certificate of completion?

Yes, shareable digital certificate.

🔹 Can i make fee payments in parts ?

Yes, Few basis , we allow candidates to pay fee in parts.

🔹 Projects included?

5 major minor portfolio projects.

🔹 Can you provide guaranteed placement after the course ?

Yes, we provide you the assured placement. we have a dedicated team for placement assistance.

Career Outcomes

Career outcomes will be added soon.

₹500 *Off on one-time payment
✨ 5-day money-back guarantee
Includes free 2-day preview session
  • Personalized Learning Roadmap
  • AI-Powered Learning Assistant
  • Hands-on Projects
  • Job-Ready Skills
  • Verified Certificate
  • 24/7 Q&A/ Project Support

Course Features

58 Hrs.+ Sessions
54+ Exercises
Resources Kit
Daily Quiz-Assignments

Earn a Verified Certificate

Shareable on LinkedIn & Resume

Industry Recognized Verified by BMLC

❤️ We Care & Build Your Confidence

1-on-1 Mentorship: Dedicated professional mentors guide you through every challenge.

Peer Learning Community: Join 1k+ learners in weekly code reviews.

Confidence Booster: Project-based learning with real-world simulations.

🎯 Latest Job Matches For You

Python Developer

TechCorp • Remote

New
AI Engineer

InnovateAI • Bangalore

Urgent
Backend Architect

ScaleUp • Hybrid

Top Match

💰 Salary Earned By Developers

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Upcoming Course Events

Live & Interactive-Offline
22
Oct
Coding session

Agentic AI Session

Praveen Y

01:00 PM - 01:00 PM

Build Agents Quickly

45 attending

*All events are recorded and available for enrolled students

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