Earn Scholarship of Rs. 50,000 in Just One Hour! Valid for PG Certificate Course in Data Science & AI/ML by IIT Roorkee. Valid for:

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10 Weeks

Live Training

8+

Guided Projects

100 Days

Cloud Lab Access

Placement

Assistance

CloudxLab

Certificate

Course Overview

Home All Courses Python for AI

Python for AI

The Python for AI course is perfect for boosting your career in AI and ML. It is ideal for both college students starting their career as well as for professionals. In this course, you will start with Python basics, and gradually master data structures, Data Manipulation, Data Visualization, and master Python libraries NumPy, Pandas, Matpotlib, Scikit Learn, Keras, and TensorFlow.

You will also learn about Machine Learning concepts, OpenAI gym, build an ML model, and a chatbot using OpenAI apis. You will also work on real-life projects to prepare yourself for real life AI and ML problems.

(4.75K) 75K+ Learners
8+ Projects 100 Days Cloud Lab Access
Estimated 11.5M new Data Science jobs(US)
Avg. Salary of over $84000 in Data Science roles
High demands in Tech, Finance, E-Commerce, Healthcare
Highly transferable mainstream skills

Program Highlights

Key Highlights

10+ Weeks of Live Instructor Led Learning
8+ Projects
Placement Assistance
100 Days of Lab Access
10+ Tools Covered
Doubt Clearing all weekdays
Email & Discussion Forum Support
Lifetime Access to Course Material
Certificate From CloudxLab
Hands-on Practice in Cloud Labs

Book Counselling Session

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Next Batch Starting on 23rd June 2023

What is the certificate like?

  • About Cloudxlab

    Cloudxlab is a team of developers, researchers, and educators who build innovative products and create enriching learning experiences for users. Cloudxlab upskills engineers in deep tech to make them employable & future-ready.

    Our courses and certifications are well recognized in the industry. With our expert instructors, excellent course content, real-time projects from the industry, and versatile gamified learning environment, we aim to give you the best in technology education and propel your career

Hands-on Learning

hands-on lab
  • Gamified Learning Platform
    Making learning fun and sustainable

  • Auto-assessment Tests
    Learn by writing code and executing it on lab

  • No Installation Required
    Lab comes pre-installed softwares and accessible everywhere

  • Accessibility
    Access the lab anywhere, anytime with an internet connection

Mentors / Faculty

Instructor Sandeep Giri

Sandeep Giri

Founder at CloudxLab

Past: Amazon, InMobi, D.E.Shaw

Instructor Praveen

Praveen Pavithran

Co-Founder at Yatis

Past: YourCabs, Cypress Semiconductor

Instructor Jatin Shah

Sandeep Akode

Senior Software Engineer at CloudxLab

IIT Kanpur

Instructor Sachin Giri

Sachin Giri

Software Engineer at CloudxLab

Instructor Shubh Tripathi

Shubh Tripathi

ML Engineer at ClodudxLab

Instructor Gajender Singh

Gajender Singh

Instructor at CloudxLab

Curriculum

Module 1: Foundation of Python

1. Introduction to Python
3. Python Foundations
2. Local Development Environment setup
VSCode, Jupyter notebooks, Google colab
3. Variables and expressions
4. Data operations
1. Type conversion
2. Arithmetic, comparison, assignment, bitwise
5. Data types
6. String manipulation
7. Control flow and logical operators
8. Conditional statements
9. Data Structures
1. Lists, Tuples, Dictionaries, Sets
10. Loops (for, while, do while)
11. Functions - *args, **kwargs
12. Lambda Functions
13. Recursion
14. Object Oriented programming (OOP)
1. Classes and Objects
2. Inheritance and polymorphism
15. Files, Directories
1. Reading and writing files
2. Working with CSV and JSON files
16. Errors and Exceptions - try except
17. Regular expressions
18. Sending mail using SMTP
19. HTTP requests
20. Network programming Sockets
21. Basic Flask app
22. Using Databases with sqlalchemy
23. Python Libraries - Numpy, Pandas, Matplotlib

Module 2: Python for AI

1. Machine Learning Applications & Landscape
1. Introduction to Machine Learning
2. Machine Learning Application
3. Introduction to AI
4. Different types of Machine Learning - Supervised, Unsupervised
2. Building end-to-end Machine Learning Project
1. Machine Learning Projects Checklist
2. Get the data
3. Launch, monitor, and maintain the system
4. Explore the data to gain insights
5. Prepare the data for Machine Learning algorithms
6. Explore many different models and short-list the best ones
7. Fine-tune model
3. Supervised Learning(Regression and Classification)
4. OpenAI Gym
5. Build chatbot using OpenAI apis

Module 3: Python for Analytics

1. Introduction to Python for Analytics
1. Overview of Python libraries for data analysis and visualization
2. Installing Python libraries
3. Reading data into Python
4. Mathematical operations and broadcasting
5. Working with Numpy, Pandas and Matplotlib
6. Data exploration and data cleaning
7. Data visualization and Data Modelling
10+
Weeks of Online Live Classes
100
Days of Lab Access
8+
Projects
75K+
Learners

Projects

Enroll Now

Starting at  122/month

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Program Fee: 299

Batch 2

(18 March 2023)

Admission Closed

Batch 3

(23 June 2023)

Enroll Now

Placement Assistance

By CloudxLab

Placement Eligibility Test

Placement Eligibility Test

We have around 300+ recruitment partners who will be interviewing you based on your performances in PET

Dedicated Job Portal

Dedicated Job Portal

Opportunities from companies who approach us asking for our learner profiles will be posted on our job portal to providevisibility to your profile

Career Guidance Webinars

Career Guidance Webinars

Career Guidance Webinars from seasoned industry experts

Testimonials

Frequently Asked Questions

Can I get a certificate for the projects completed?

We have created a set of Guided Projects on our platform. You may complete these guided projects and earn the certificate for free. Check it out here

Do we have to pay separately for the lab?

No, the lab is available within the course price.

What do I need to fulfill to get the CloudxLab certificate for the course?

You should complete 100% of the course along with all the given projects in order to be eligible for the certificate.

Kindly note that there is no deadline for CloudxLab courses.

What is the validity of the course material?

We understand that you might need course material for a longer duration to make most out of your subscription. You will get lifetime access to the course material so that you can refer to the course material anytime.

Do I need to install any software before starting this course?

No, we will provide you with access to our online lab and BootML so that you do not have to install anything on your local machine

What is the refund policy?

If you are unhappy with the product for any reason, let us know within 7 days of purchasing or upgrading your account, and we'll cancel your account and issue a full refund. Please contact us at reachus@cloudxlab.com to request a refund within the stipulated time. We will be sorry to see you go though!

How to view the course after getting access to it?

Please log in at CloudxLab.com with your Gmail Id and access your course under "My Courses".

Is there any prerequisite for the 'Python for AI' course?

No there are no prerequisites at all. This course is specially designed for newcomers only.

Is it an online course?

Yes, It is an Online Instructor-Led course. You will get access to videos, quizzes, hands-on assessments, and projects. If you have any doubts during your learning journey, you can post it on the discussion forum. Our experts and community will assist you over there.