SlideShare a Scribd company logo
1 of 1
Download to read offline
1
4
2
Python allows you to
perform various statistical
tests and analyses, helping
you extract meaningful
information from data.
5
DATA CLEANING AND
PREPROCESSING:
Raw data is often messy. You
will learn how to clean,
transform, and preprocess
data to ensure it is suitable
for analysis. Python’s pandas
library is indispensable for
these tasks.
EDA involves visualizing and
summarizing data to uncover
insights. Python’s Matplotlib
and Seaborn libraries provide
a rich toolkit for creating
informative graphs and plots.
3
Machine learning is a core
component of data science.
Python’s scikit-learn library
offers a plethora of algorithms
for tasks like classification,
regression, and clustering.
DEEP LEARNING:
If you are interested in cutting-edge
AI, Python’s TensorFlow and PyTorch
libraries are your go-to tools for deep
learning projects.
PYTHON FOR DATA
SCIENCE
KEY CONCEPTS
EXPLORATORY DATA ANALYSIS
(EDA):
STATISTICAL ANALYSIS:
MACHINE LEARNING:

More Related Content

Similar to Best practices of a Python developers (2).pdf

Data Science With Python | Python For Data Science | Python Data Science Cour...
Data Science With Python | Python For Data Science | Python Data Science Cour...Data Science With Python | Python For Data Science | Python Data Science Cour...
Data Science With Python | Python For Data Science | Python Data Science Cour...Simplilearn
 
Python for Data Science: Trends and Tools
Python for Data Science: Trends and ToolsPython for Data Science: Trends and Tools
Python for Data Science: Trends and ToolsSaschayaPranev
 
Basic of python for data analysis
Basic of python for data analysisBasic of python for data analysis
Basic of python for data analysisPramod Toraskar
 
Data_Science_Generating_Value_From_Data_Course_Slides_red.pdf
Data_Science_Generating_Value_From_Data_Course_Slides_red.pdfData_Science_Generating_Value_From_Data_Course_Slides_red.pdf
Data_Science_Generating_Value_From_Data_Course_Slides_red.pdfOlgaAngelikiKyriakou
 
best source to learn python
best source to learn pythonbest source to learn python
best source to learn pythonNaveenJindal20
 
Python for Data Science: A Comprehensive Guide
Python for Data Science: A Comprehensive GuidePython for Data Science: A Comprehensive Guide
Python for Data Science: A Comprehensive Guidepriyanka rajput
 
Best Python Libraries For Data Science & Machine Learning | Edureka
Best Python Libraries For Data Science & Machine Learning | EdurekaBest Python Libraries For Data Science & Machine Learning | Edureka
Best Python Libraries For Data Science & Machine Learning | EdurekaEdureka!
 
Data Science with Python course Outline.pptx
Data Science with Python course Outline.pptxData Science with Python course Outline.pptx
Data Science with Python course Outline.pptxFerdsilinks
 
Python in Scientific Computing.pdf
Python in Scientific Computing.pdfPython in Scientific Computing.pdf
Python in Scientific Computing.pdfAmirKhan811717
 
COVID - 19 DATA ANALYSIS USING PYTHON and Introduction to Data Science
COVID - 19 DATA ANALYSIS USING PYTHON and Introduction to Data ScienceCOVID - 19 DATA ANALYSIS USING PYTHON and Introduction to Data Science
COVID - 19 DATA ANALYSIS USING PYTHON and Introduction to Data ScienceVibhuti Mandral
 
Top Libraries for Machine Learning with Python
Top Libraries for Machine Learning with Python Top Libraries for Machine Learning with Python
Top Libraries for Machine Learning with Python Chariza Pladin
 
Python Machine Learning-Library- Technology.powerpoint
Python Machine Learning-Library- Technology.powerpointPython Machine Learning-Library- Technology.powerpoint
Python Machine Learning-Library- Technology.powerpointSuhana58
 
New york data brewery meetup #1 – introduction
New york data brewery meetup #1 – introductionNew york data brewery meetup #1 – introduction
New york data brewery meetup #1 – introductionStefan Urbanek
 
PDS Unit - 1 Introdiction to DS.ppt
PDS Unit - 1 Introdiction to DS.pptPDS Unit - 1 Introdiction to DS.ppt
PDS Unit - 1 Introdiction to DS.pptssuser52a19e
 
Python Scope In Future
Python Scope In FuturePython Scope In Future
Python Scope In FutureNaveenJindal20
 
Data science presentation
Data science presentationData science presentation
Data science presentationMSDEVMTL
 
Python Programming Careers
Python Programming Careers Python Programming Careers
Python Programming Careers NaveenJindal20
 

Similar to Best practices of a Python developers (2).pdf (20)

Data Science With Python | Python For Data Science | Python Data Science Cour...
Data Science With Python | Python For Data Science | Python Data Science Cour...Data Science With Python | Python For Data Science | Python Data Science Cour...
Data Science With Python | Python For Data Science | Python Data Science Cour...
 
Python for Data Science: Trends and Tools
Python for Data Science: Trends and ToolsPython for Data Science: Trends and Tools
Python for Data Science: Trends and Tools
 
Basic of python for data analysis
Basic of python for data analysisBasic of python for data analysis
Basic of python for data analysis
 
Data_Science_Generating_Value_From_Data_Course_Slides_red.pdf
Data_Science_Generating_Value_From_Data_Course_Slides_red.pdfData_Science_Generating_Value_From_Data_Course_Slides_red.pdf
Data_Science_Generating_Value_From_Data_Course_Slides_red.pdf
 
Python for ML
Python for MLPython for ML
Python for ML
 
best source to learn python
best source to learn pythonbest source to learn python
best source to learn python
 
Python for Data Science: A Comprehensive Guide
Python for Data Science: A Comprehensive GuidePython for Data Science: A Comprehensive Guide
Python for Data Science: A Comprehensive Guide
 
Best Python Libraries For Data Science & Machine Learning | Edureka
Best Python Libraries For Data Science & Machine Learning | EdurekaBest Python Libraries For Data Science & Machine Learning | Edureka
Best Python Libraries For Data Science & Machine Learning | Edureka
 
Data Science with Python course Outline.pptx
Data Science with Python course Outline.pptxData Science with Python course Outline.pptx
Data Science with Python course Outline.pptx
 
Python in Scientific Computing.pdf
Python in Scientific Computing.pdfPython in Scientific Computing.pdf
Python in Scientific Computing.pdf
 
Python for data science
Python for data sciencePython for data science
Python for data science
 
COVID - 19 DATA ANALYSIS USING PYTHON and Introduction to Data Science
COVID - 19 DATA ANALYSIS USING PYTHON and Introduction to Data ScienceCOVID - 19 DATA ANALYSIS USING PYTHON and Introduction to Data Science
COVID - 19 DATA ANALYSIS USING PYTHON and Introduction to Data Science
 
Top Libraries for Machine Learning with Python
Top Libraries for Machine Learning with Python Top Libraries for Machine Learning with Python
Top Libraries for Machine Learning with Python
 
Python Machine Learning-Library- Technology.powerpoint
Python Machine Learning-Library- Technology.powerpointPython Machine Learning-Library- Technology.powerpoint
Python Machine Learning-Library- Technology.powerpoint
 
New york data brewery meetup #1 – introduction
New york data brewery meetup #1 – introductionNew york data brewery meetup #1 – introduction
New york data brewery meetup #1 – introduction
 
PDS Unit - 1 Introdiction to DS.ppt
PDS Unit - 1 Introdiction to DS.pptPDS Unit - 1 Introdiction to DS.ppt
PDS Unit - 1 Introdiction to DS.ppt
 
Python Scope In Future
Python Scope In FuturePython Scope In Future
Python Scope In Future
 
EDA.docx
EDA.docxEDA.docx
EDA.docx
 
Data science presentation
Data science presentationData science presentation
Data science presentation
 
Python Programming Careers
Python Programming Careers Python Programming Careers
Python Programming Careers
 

More from Uncodemy

“Software Testing [Automated Testing vs Manual Testing]_ The Pros and Cons”.pdf
“Software Testing [Automated Testing vs Manual Testing]_ The Pros and Cons”.pdf“Software Testing [Automated Testing vs Manual Testing]_ The Pros and Cons”.pdf
“Software Testing [Automated Testing vs Manual Testing]_ The Pros and Cons”.pdfUncodemy
 
5 Benefits of attaining Full-Stack Development Skills.pdf
5 Benefits of attaining Full-Stack Development Skills.pdf5 Benefits of attaining Full-Stack Development Skills.pdf
5 Benefits of attaining Full-Stack Development Skills.pdfUncodemy
 
Full-Stack Development or Data Science, Which is the more advantageous Career...
Full-Stack Development or Data Science, Which is the more advantageous Career...Full-Stack Development or Data Science, Which is the more advantageous Career...
Full-Stack Development or Data Science, Which is the more advantageous Career...Uncodemy
 
Full-Stack Development or Data Science, Which is the more advantageous Career...
Full-Stack Development or Data Science, Which is the more advantageous Career...Full-Stack Development or Data Science, Which is the more advantageous Career...
Full-Stack Development or Data Science, Which is the more advantageous Career...Uncodemy
 
The Future of Data Analytics: Trends
The Future of Data Analytics: TrendsThe Future of Data Analytics: Trends
The Future of Data Analytics: TrendsUncodemy
 
The Future Of Data Analytics Trends.pdf
The Future Of Data Analytics Trends.pdfThe Future Of Data Analytics Trends.pdf
The Future Of Data Analytics Trends.pdfUncodemy
 
Using SQL for Data Analysis_ Querying and Manipulating Databases.pdf
Using SQL for Data Analysis_ Querying and Manipulating Databases.pdfUsing SQL for Data Analysis_ Querying and Manipulating Databases.pdf
Using SQL for Data Analysis_ Querying and Manipulating Databases.pdfUncodemy
 
Best Practices for Full-Stack Development_ A Comprehensive Guide.pdf
Best Practices for Full-Stack Development_ A Comprehensive Guide.pdfBest Practices for Full-Stack Development_ A Comprehensive Guide.pdf
Best Practices for Full-Stack Development_ A Comprehensive Guide.pdfUncodemy
 
Best Practices for Full-Stack Development
Best Practices for Full-Stack DevelopmentBest Practices for Full-Stack Development
Best Practices for Full-Stack DevelopmentUncodemy
 
Top Programming Languages to Learn for Web Development in 2023 (1).pdf
Top Programming Languages to Learn for Web Development in 2023 (1).pdfTop Programming Languages to Learn for Web Development in 2023 (1).pdf
Top Programming Languages to Learn for Web Development in 2023 (1).pdfUncodemy
 
python.pdf
python.pdfpython.pdf
python.pdfUncodemy
 
inheritance and polymorphism in java.pdf
inheritance and polymorphism in java.pdfinheritance and polymorphism in java.pdf
inheritance and polymorphism in java.pdfUncodemy
 

More from Uncodemy (12)

“Software Testing [Automated Testing vs Manual Testing]_ The Pros and Cons”.pdf
“Software Testing [Automated Testing vs Manual Testing]_ The Pros and Cons”.pdf“Software Testing [Automated Testing vs Manual Testing]_ The Pros and Cons”.pdf
“Software Testing [Automated Testing vs Manual Testing]_ The Pros and Cons”.pdf
 
5 Benefits of attaining Full-Stack Development Skills.pdf
5 Benefits of attaining Full-Stack Development Skills.pdf5 Benefits of attaining Full-Stack Development Skills.pdf
5 Benefits of attaining Full-Stack Development Skills.pdf
 
Full-Stack Development or Data Science, Which is the more advantageous Career...
Full-Stack Development or Data Science, Which is the more advantageous Career...Full-Stack Development or Data Science, Which is the more advantageous Career...
Full-Stack Development or Data Science, Which is the more advantageous Career...
 
Full-Stack Development or Data Science, Which is the more advantageous Career...
Full-Stack Development or Data Science, Which is the more advantageous Career...Full-Stack Development or Data Science, Which is the more advantageous Career...
Full-Stack Development or Data Science, Which is the more advantageous Career...
 
The Future of Data Analytics: Trends
The Future of Data Analytics: TrendsThe Future of Data Analytics: Trends
The Future of Data Analytics: Trends
 
The Future Of Data Analytics Trends.pdf
The Future Of Data Analytics Trends.pdfThe Future Of Data Analytics Trends.pdf
The Future Of Data Analytics Trends.pdf
 
Using SQL for Data Analysis_ Querying and Manipulating Databases.pdf
Using SQL for Data Analysis_ Querying and Manipulating Databases.pdfUsing SQL for Data Analysis_ Querying and Manipulating Databases.pdf
Using SQL for Data Analysis_ Querying and Manipulating Databases.pdf
 
Best Practices for Full-Stack Development_ A Comprehensive Guide.pdf
Best Practices for Full-Stack Development_ A Comprehensive Guide.pdfBest Practices for Full-Stack Development_ A Comprehensive Guide.pdf
Best Practices for Full-Stack Development_ A Comprehensive Guide.pdf
 
Best Practices for Full-Stack Development
Best Practices for Full-Stack DevelopmentBest Practices for Full-Stack Development
Best Practices for Full-Stack Development
 
Top Programming Languages to Learn for Web Development in 2023 (1).pdf
Top Programming Languages to Learn for Web Development in 2023 (1).pdfTop Programming Languages to Learn for Web Development in 2023 (1).pdf
Top Programming Languages to Learn for Web Development in 2023 (1).pdf
 
python.pdf
python.pdfpython.pdf
python.pdf
 
inheritance and polymorphism in java.pdf
inheritance and polymorphism in java.pdfinheritance and polymorphism in java.pdf
inheritance and polymorphism in java.pdf
 

Recently uploaded

會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽中 央社
 
Graduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptxGraduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptxneillewis46
 
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdfFICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdfPondicherry University
 
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjjStl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjjMohammed Sikander
 
Spring gala 2024 photo slideshow - Celebrating School-Community Partnerships
Spring gala 2024 photo slideshow - Celebrating School-Community PartnershipsSpring gala 2024 photo slideshow - Celebrating School-Community Partnerships
Spring gala 2024 photo slideshow - Celebrating School-Community Partnershipsexpandedwebsite
 
Andreas Schleicher presents at the launch of What does child empowerment mean...
Andreas Schleicher presents at the launch of What does child empowerment mean...Andreas Schleicher presents at the launch of What does child empowerment mean...
Andreas Schleicher presents at the launch of What does child empowerment mean...EduSkills OECD
 
Spellings Wk 4 and Wk 5 for Grade 4 at CAPS
Spellings Wk 4 and Wk 5 for Grade 4 at CAPSSpellings Wk 4 and Wk 5 for Grade 4 at CAPS
Spellings Wk 4 and Wk 5 for Grade 4 at CAPSAnaAcapella
 
Analyzing and resolving a communication crisis in Dhaka textiles LTD.pptx
Analyzing and resolving a communication crisis in Dhaka textiles LTD.pptxAnalyzing and resolving a communication crisis in Dhaka textiles LTD.pptx
Analyzing and resolving a communication crisis in Dhaka textiles LTD.pptxLimon Prince
 
Basic Civil Engineering notes on Transportation Engineering & Modes of Transport
Basic Civil Engineering notes on Transportation Engineering & Modes of TransportBasic Civil Engineering notes on Transportation Engineering & Modes of Transport
Basic Civil Engineering notes on Transportation Engineering & Modes of TransportDenish Jangid
 
ĐỀ THAM KHẢO KÌ THI TUYỂN SINH VÀO LỚP 10 MÔN TIẾNG ANH FORM 50 CÂU TRẮC NGHI...
ĐỀ THAM KHẢO KÌ THI TUYỂN SINH VÀO LỚP 10 MÔN TIẾNG ANH FORM 50 CÂU TRẮC NGHI...ĐỀ THAM KHẢO KÌ THI TUYỂN SINH VÀO LỚP 10 MÔN TIẾNG ANH FORM 50 CÂU TRẮC NGHI...
ĐỀ THAM KHẢO KÌ THI TUYỂN SINH VÀO LỚP 10 MÔN TIẾNG ANH FORM 50 CÂU TRẮC NGHI...Nguyen Thanh Tu Collection
 
8 Tips for Effective Working Capital Management
8 Tips for Effective Working Capital Management8 Tips for Effective Working Capital Management
8 Tips for Effective Working Capital ManagementMBA Assignment Experts
 
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...Nguyen Thanh Tu Collection
 
How To Create Editable Tree View in Odoo 17
How To Create Editable Tree View in Odoo 17How To Create Editable Tree View in Odoo 17
How To Create Editable Tree View in Odoo 17Celine George
 
Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...
Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...
Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...EADTU
 
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文中 央社
 
SPLICE Working Group: Reusable Code Examples
SPLICE Working Group:Reusable Code ExamplesSPLICE Working Group:Reusable Code Examples
SPLICE Working Group: Reusable Code ExamplesPeter Brusilovsky
 

Recently uploaded (20)

會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
 
Graduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptxGraduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptx
 
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdfFICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
 
Mattingly "AI and Prompt Design: LLMs with NER"
Mattingly "AI and Prompt Design: LLMs with NER"Mattingly "AI and Prompt Design: LLMs with NER"
Mattingly "AI and Prompt Design: LLMs with NER"
 
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjjStl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjj
 
Spring gala 2024 photo slideshow - Celebrating School-Community Partnerships
Spring gala 2024 photo slideshow - Celebrating School-Community PartnershipsSpring gala 2024 photo slideshow - Celebrating School-Community Partnerships
Spring gala 2024 photo slideshow - Celebrating School-Community Partnerships
 
Andreas Schleicher presents at the launch of What does child empowerment mean...
Andreas Schleicher presents at the launch of What does child empowerment mean...Andreas Schleicher presents at the launch of What does child empowerment mean...
Andreas Schleicher presents at the launch of What does child empowerment mean...
 
Spellings Wk 4 and Wk 5 for Grade 4 at CAPS
Spellings Wk 4 and Wk 5 for Grade 4 at CAPSSpellings Wk 4 and Wk 5 for Grade 4 at CAPS
Spellings Wk 4 and Wk 5 for Grade 4 at CAPS
 
Analyzing and resolving a communication crisis in Dhaka textiles LTD.pptx
Analyzing and resolving a communication crisis in Dhaka textiles LTD.pptxAnalyzing and resolving a communication crisis in Dhaka textiles LTD.pptx
Analyzing and resolving a communication crisis in Dhaka textiles LTD.pptx
 
Basic Civil Engineering notes on Transportation Engineering & Modes of Transport
Basic Civil Engineering notes on Transportation Engineering & Modes of TransportBasic Civil Engineering notes on Transportation Engineering & Modes of Transport
Basic Civil Engineering notes on Transportation Engineering & Modes of Transport
 
Including Mental Health Support in Project Delivery, 14 May.pdf
Including Mental Health Support in Project Delivery, 14 May.pdfIncluding Mental Health Support in Project Delivery, 14 May.pdf
Including Mental Health Support in Project Delivery, 14 May.pdf
 
Mattingly "AI & Prompt Design: Named Entity Recognition"
Mattingly "AI & Prompt Design: Named Entity Recognition"Mattingly "AI & Prompt Design: Named Entity Recognition"
Mattingly "AI & Prompt Design: Named Entity Recognition"
 
ĐỀ THAM KHẢO KÌ THI TUYỂN SINH VÀO LỚP 10 MÔN TIẾNG ANH FORM 50 CÂU TRẮC NGHI...
ĐỀ THAM KHẢO KÌ THI TUYỂN SINH VÀO LỚP 10 MÔN TIẾNG ANH FORM 50 CÂU TRẮC NGHI...ĐỀ THAM KHẢO KÌ THI TUYỂN SINH VÀO LỚP 10 MÔN TIẾNG ANH FORM 50 CÂU TRẮC NGHI...
ĐỀ THAM KHẢO KÌ THI TUYỂN SINH VÀO LỚP 10 MÔN TIẾNG ANH FORM 50 CÂU TRẮC NGHI...
 
VAMOS CUIDAR DO NOSSO PLANETA! .
VAMOS CUIDAR DO NOSSO PLANETA!                    .VAMOS CUIDAR DO NOSSO PLANETA!                    .
VAMOS CUIDAR DO NOSSO PLANETA! .
 
8 Tips for Effective Working Capital Management
8 Tips for Effective Working Capital Management8 Tips for Effective Working Capital Management
8 Tips for Effective Working Capital Management
 
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...
 
How To Create Editable Tree View in Odoo 17
How To Create Editable Tree View in Odoo 17How To Create Editable Tree View in Odoo 17
How To Create Editable Tree View in Odoo 17
 
Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...
Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...
Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...
 
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
 
SPLICE Working Group: Reusable Code Examples
SPLICE Working Group:Reusable Code ExamplesSPLICE Working Group:Reusable Code Examples
SPLICE Working Group: Reusable Code Examples
 

Best practices of a Python developers (2).pdf

  • 1. 1 4 2 Python allows you to perform various statistical tests and analyses, helping you extract meaningful information from data. 5 DATA CLEANING AND PREPROCESSING: Raw data is often messy. You will learn how to clean, transform, and preprocess data to ensure it is suitable for analysis. Python’s pandas library is indispensable for these tasks. EDA involves visualizing and summarizing data to uncover insights. Python’s Matplotlib and Seaborn libraries provide a rich toolkit for creating informative graphs and plots. 3 Machine learning is a core component of data science. Python’s scikit-learn library offers a plethora of algorithms for tasks like classification, regression, and clustering. DEEP LEARNING: If you are interested in cutting-edge AI, Python’s TensorFlow and PyTorch libraries are your go-to tools for deep learning projects. PYTHON FOR DATA SCIENCE KEY CONCEPTS EXPLORATORY DATA ANALYSIS (EDA): STATISTICAL ANALYSIS: MACHINE LEARNING: