5.00
(1 Rating)
Data Analysis Complete Bangla Course
Categories: Data Science, Programming
What Will You Learn?
- Python Programming Language
- R Programming Language
- Numpy
- Matplotlib & Seaborn
- Power BI
- Pandas & SQL
Course Content
00. Join Our Live Class
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Join our whatsapp Group
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Resources Download here✅
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Resource Collection Hub [No Video]
Excel Data Analysis
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Excel Interface
04:48 -
Excel Typography
07:50 -
Excel Text Alignment
06:59 -
Clear
03:58 -
Cell Size
05:06 -
Find and Replace
04:08 -
Basic Arithemitic Formula
09:40 -
Arithmetics Operations
10:53 -
Sum, SumIF, SumIFS
12:21 -
if formula
03:19 -
IFS Formula
02:33 -
AND, OR Logical Formula
06:44 -
Excel Count Formulas
03:23 -
Excel String Manipulations
10:53 -
Excel Number Conversion
05:13 -
Goal Seek in Excel
05:53 -
Flashfill
05:03 -
conditional Formatting (Highlights Rules)
07:34 -
Conditional formatting (Top to Bottom Rules)
03:22 -
Conditional formatting (Data Bar)
03:42 -
conditional Formatting Color Scale
04:46 -
cells formatting
06:41 -
Advanced Filter in Excel
11:12 -
Advanced Unique formula in Excel
05:11 -
Simple Index Match Formuls in Excels
02:44 -
Multiple Criteria Index and Match
04:12 -
Advanced VLookUP in Excel
08:51 -
vlookup multiple tables
04:43 -
HlookUp formula in Excels
04:43 -
Advanced XLookUP Formula
05:37 -
Excel Vstack formula
04:06 -
Take and Drop Formula in Excel
06:03 -
Excel Choose formula
03:13 -
Excel torow, tocol formula
03:51 -
Sort, SortBy formula
05:34 -
textsplit Formula
04:39 -
Shape
05:46 -
shape styles
01:37 -
icons
05:26 -
Excel images
06:48 -
Equation and Symbols
05:09 -
Column Chart
09:20
Data Cleaning With Excel
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Data Cleaning Agenda
02:03 -
Remove Blank Data and Duplicate Data
00:00 -
Fix Data text formatting
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Fix data text formatting
05:19 -
Flashfill and Convert text to column
07:01 -
Clean Data Table
00:00
Part 01 (Structure Programming-Basic)
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introduction to Python Programming Language
12:13 -
input , Output & Comments
22:26 -
Python Data types & Variables
24:23 -
Variable & Data Structures
27:06 -
Operator Part 01
27:30 -
Operators Part 02
19:25 -
if else statements
15:08 -
Loop Part 01
25:41 -
Loop Part 02
20:49
Part 2 (Structure Programming – Advanced)
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string declaration & string indexing slicing
26:02 -
String formatting & Modify
17:05 -
string state checking & Operators
15:22 -
List Declaration & indexing slicing
16:05 -
List Methods & Operators
20:23 -
Python Tuple
11:03 -
Python sets
26:55 -
Python Dictionary
19:21
Part 3 (structure Programming- pro)
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function Parameter & Arguments
14:13 -
function keyword arguments
17:31 -
Anonymous Function
14:18 -
Python Methods
14:29 -
Python Methods and function
14:29
Part 4: Object Oriented Python
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Object & Class
11:47 -
Methods and Constructors
10:53 -
Types of constructor
13:27 -
instance variable and methods
10:50 -
Python Encapsulation
11:55 -
Private & Protected Members
11:16 -
Python Inheritance
00:00 -
Single , Multi-level, Hierarchical inheritance
00:00 -
Python Polymorphism
00:00 -
Methods overloading
00:00 -
Methods overriding
00:00
Part 5:: Data Analysis (Numpy)
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NumPy Array Declaration
09:03 -
Numpy Array Dimension
09:33 -
NumPy Array indexing & Slicing
11:55 -
Numpy Special Array
08:51 -
NumPy Data Types
12:10 -
NumPy Array Shape
11:28 -
NumPy Array Copy vs View
11:55 -
NumPy Joining Array
11:28 -
NumPy Splitting Array
11:16 -
NumPy Searching Arrays
10:02 -
NumPy Sorting Arrays
10:50
Part 06: Data Analysis (Random)
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Random Numbers in NumPy
10:51 -
Random Data Distribution
11:28 -
Random Permutations
11:28 -
Normal (Gaussian) Distribution
00:00 -
Binomial Distribution
00:00 -
Poisson Distribution
10:51 -
Uniform Distribution
11:56 -
Logistic Distribution
00:00 -
Multinomial Distribution
00:00 -
Exponential Distribution
00:00
Part 07: Pandas (Basic)
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Pandas Introduction
10:51 -
Pandas Getting Started
00:00 -
Pandas Series
00:00 -
Data Frame using Dictionary
00:00 -
Data Frame using list
00:00 -
Read CSV Excel or any files using Pandas
00:00 -
File Save using Pandas
00:00
Part 08: Pandas (Advanced)
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Pandas – Analyzing DataFrames
10:51 -
Pandas – Cleaning Data
00:00 -
Pandas – Cleaning Empty Cells
00:00 -
Cleaning Data of Wrong Format
00:00 -
Fixing Wrong Data
00:00 -
Removing Duplicates
11:16 -
Data Correlations
00:00
Part 09: Matplotlib
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Matplotlib Tutorial
10:43 -
Matplotlib Markers
00:00 -
Matplotlib Line
00:00 -
Matplotlib Labels, Title and grid
00:00 -
Matplotlib Pyplot
00:00 -
Matplotlib Plotting
00:00 -
Matplotlib Adding Grid Lines
00:00 -
Matplotlib Subplot
00:00 -
Matplotlib Scatter
00:00 -
Matplotlib Bars
00:00 -
Matplotlib Histograms
00:00 -
Matplotlib Pie Charts
00:00
Part 10: PowerBI
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Power BI download and installation
04:46 -
Power BI interface
08:14 -
Power BI interface
08:14 -
introduction To Power Bi 🟠
51:04 -
Data Collecting and Transformation Using Power Query
46:26 -
Dashboard Design Using Power BI
45:20 -
Power Bi Full Dashboard Design 2
01:25:28
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One of the best Course ✅