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Python for AI
AI Technology

Python for AI

Learn to use Python Programming to Master AI

314 AIXplorers Enrolled
Beginner
English
This Course Includes:
  • 59m
  • 15 Lectures
  • 1 Downloadable Assets
  • Full Lifetime Access
  • Access On Mobile And Tv
  • Certificate On Completion

Overview

What will AIXplorers learn in this course?
  • Read datasets from CSV, Excel, JSON, and SQL.
  • Explore, clean, and preprocess data with Pandas.
  • Handle missing values, duplicates, and outliers.
  • Merge, group, and manipulate datasets for insights.
  • Prepare AI-ready features through practical feature engineering.
What are the requirements or prerequisites for taking this course?
  • Basic Python knowledge – understanding variables, lists, loops, and functions is enough.
  • No prior AI or Machine Learning experience required – we’ll focus on data handling first.
  • A laptop/PC with internet access – any operating system (Windows, Mac, or Linux) will work.
  • Python 3.x installed along with Jupyter Notebook or any IDE (we’ll guide you through the setup).
  • Eagerness to learn and practice with real datasets.
Who is the course for?
  • Beginners stepping into AI and machine learning.
  • Students and professionals who want to sharpen their Python + Pandas skills.
  • Anyone struggling with data preparation for AI projects.
Description

Course Content

  • 3 Sections
  • 15 Lectures
  • 59m Total Length
Section 1
Reading the Data from a CSV file

First, we will preprocess the data. We devote a significant amount of time to this step as it is a crucial part of every analytical task.

We will start working on the Absenteeism_data.csv file and take it to a usable state in a machine learning algorithm.

Time 19m
Lectures 4
Reading the dataset into Python using Pandas
0:04:28
Checking the Content of the Data Set
0:06:54
Understanding different terminologies
0:04:30
Understanding the dataset
0:03:20
Section 2
Analyzing the data

Now that we have see the dataset, now move to analysis

Time 40m
Lectures 6

About Tutor

Swapnil Saurav
5.00 (1 Reviews)
Courses 3
Biography

Swapnil Saurav is an established management professional, tech enthusiast, and lifelong learner. Saurav showcases over 20 years of expertise in the development of enterprise applications, which is bolstered by his competitive business acumen and deep understanding of customer challenges. This has equipped him to drive exceptional business growth in fiercely competitive market standings. His proficiencies extend across various business sectors such as CPG, Retail, Supply Chain Management and Healthcare Industries. He possesses an in-depth understanding of process consulting, market analysis, product development, and project management.

Additionally, to his professional success, Saurav holds 7 patents and is an author of multiple books on Technology and Management. Saurav's patents are in the areas of Data Science. He has written books on Python Programming, SQL Programming, Machine Learning, Artificial Intelligence, Data Visualization, Retail Management, and Supply Chain Management. He has been invited by various technical and management colleges in India to speak on the latest technologies and management trends. Saurav holds an MBA from SP Jain Institute of Management & Research (Mumbai, India), an MTech from BITS Pilani (Pilani, India), with Bachelor's degree in Computer Science & Engineering (VTU, Belgaum, India). He is currently pursuing PhD from GITAM University (Hyderabad, India) in the areas of Augmented Reality.

Ratings & Reviews

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1 Reviews
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