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Python For Data Analytics

A complete guide to learning everything there is to know about Python For Data Analytics

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Offer by ATTITUDE ACADEMY    Last updated:- Feb 20, 2024

What you'll learn

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How will you get your certificate?

Take the final exam online to complete the Python For Data Analytics after which you will be able to download your certificate from Attitude Trainings

attitude-certificate

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What placement assistance will you receive?

Free Placement Preparation Training

Access to curated Internships & Current Job Openings.

Top performers will be highlighted on Attitude Job portal

What you'll learn

Requirements

How will your training work?

Thought

Classes

Watch the recorded & live videos to learn various concepts & get Live Sessions for Doubts Clearing

Planning

Exams

Test your knowledge through quizzes & module tests

Implement

Projects

Get hands on practice by doing assignments and project

Result

Certificate

Take the final exam to get certified in Python For Data Analytics

What will be the training syllabus?

Python For Data Analytics are amongst the most fundamental ingredients in the recipe for creating efficient algorithms and good software design. Knowledge of how to create and design good data structures is an essential skill required in becoming an exemplary programmer. This course will teach you how to master the fundamental ideas surrounding Python For Data Analytics.

  • Understanding the role of data analytics in decision-making
  • Introduction to Python and its data analytics libraries (e.g., NumPy, Pandas, Matplotlib)

  • Basics of Python programming (variables, data types, loops, and functions)
  • Data structures in Python (lists, dictionaries, tuples)
  • File handling (reading and writing data)

  • Introduction to Pandas for data manipulation
  • Reading and writing data with Pandas
  • Data cleaning and preprocessing techniques
  • Data merging and aggregation

  • Data visualization fundamentals
  • Creating static and interactive plots
  • Customizing charts and graphs
  • Exploratory data analysis (EDA)

  • Introduction to NumPy arrays
  • Performing mathematical and statistical operations
  • Handling missing data

  • Handling time series data with Pandas
  • Time-based indexing and resampling
  • Time series data visualization

  • Descriptive statistics and data summarization
  • Inferential statistics and hypothesis testing
  • Correlation and regression analysis

  • Overview of machine learning
  • Supervised and unsupervised learning
  • Data preprocessing for machine learning
  • Building and evaluating machine learning models

  • Data sources and APIs for data acquisition
  • Web scraping and data retrieval
  • Data integration and transformation

  • Ethical considerations in data analytics
  • Data privacy and GDPR compliance
  • Responsible AI and ethical AI practices

  • Practical data analytics case studies in various domains (e.g., finance, healthcare, marketing)
  • Analyzing real-world datasets
  • Project-based learning

  • Students work on a data analytics project from start to finish
  • Project proposal, data analysis, visualization, and presentation
  • Building a portfolio of data analytics projects

  • Review of key takeaways and skills acquired
  • Opportunities for further learning and career prospects in data analytics
  • Preparing for certifications and advanced data analytics topics

How will you get your certificate?

Take the final exam online to complete the Python For Data Analytics after which you will be able to download your certificate from Attitude Trainings

attitude-certificate

Latest Jobs

How will your training work?

Thought

Classes

Watch the recorded & live videos to learn various concepts & get Live Sessions with Trainer for Doubts Clearing

Planning

Exams

Test your knowledge through quizzes & module tests

Implement

Projects

Get hands on practice by doing assignments and project

Result

Certificate

Take the final exam to get certified in Python For Data Analytics

What placement assistance will you receive?

Free Placement Preparation Training

Access to curated Internships & Current Job Openings.

Top performers will be highlighted on Attitude Job portal

How will your doubts get solved?

You can post your doubts on the Q&A forum which will be answered by the teachers within 24 hours.

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