Machine Learning and AI with Python

Revolutionize your future with data and discover how your love of numbers can crack your earning potential.

Facts about the bootcamps

10

Bootcamps of learn to earn potential

Gain in-demand digital skills and experience from the experts in our interactive, game-based environment and industry speaker sessions.

25

Hours / Week

Get the support you need, when and how you need it so you can maximize your time, master the material and succeed in the bootcamps.

8

Industry Speakers

Get first-hand industry insight from experts in a variety of sectors so you are prepared for your next adventure in the digital world.

Bootcamps Curriculum

Play while growing your programming skills with Machine Learning. Make predictions and discover relations between existing data. Techniques learned in this bootcamp are applicable to business, research, and personal real-world applications. Empower your programming skills, empower your future.

Setting up the Python Development Environment
Python Basics and Syntax
Datatypes, Variables, and Operators
Lists, Tuples, and Dictionaries
Loops and Conditional Statements
File Input and Output
Functions and Modules
Object-Oriented Programming
Inheritance and Polymorphism
Exception Handling
Debugging and Testing

Getting Started with Python Data Libraries
Advanced Data Types and Numpy Arrays
Data Storage, Aggregation, and Manipulation using Pandas
Data Visualization using Matplotlib
Dataset Loading and Preprocessing using Scikit-learn
Machine Learning Example
Basic Concepts of Machine Learning
Getting started with Python Machine Learning Libraries

Introduction to Classification Models
Logistic Regression
Support Vector Machines (SVM)
K-Nearest Neighbors (KNN) Classification
Decision Tree Classification
Random Forest Classification
Naive Bayes Classification

Introduction to Regression Models
Simple Linear Regression
Multiple Linear Regression
Polynomial Regression
Support Vector Regression
Decision Tree Regression
Random Forest Regression
K-Nearest Neighbors Regression

Introduction to Unsupervised Learning and Clustering Models
K-Means Clustering
K-Means Clustering using Scikit-learn
Hierarchical Clustering
Hierarchical Clustering using Scikit-learn

Introduction to Artificial Neural Networks (ANN)
Artificial Neural Networks using Scikit-learn
Artificial Neural Networks using Keras

Convolutional Neural Networks (CNN)
Convolutional Neural Networks using Keras
Recurrent Neural Networks (RNN)
Recurrent Neural Networks using Keras

TensorFlow Library
Convolutional Neural Networks using Tensorflow
Recurrent Neural Networks using Tensorflow

Project Basic Information
General Specifications
Relation of the project Idea and Industry (Store and Freelancing Market)
Project Requirement and Data Source
Technologies Covered in Project
Impact on Graduate Resume

Freelancer module

Market your business
How to find projects
How to write content
Social Media Marketing
How to get a business license
Sales Tips
How to post to GitHub

Employment module

How to market yourself
Resume writing
Interview Prep
How to write cover letters
How to build LinkedIN profile

Meet Your Instructor

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Dr. Junaid Qazi

Machine Learning and AI

Two decades of international experience, Dr. Junaid Qazi provides the link for people to use data to move industries forward. Discover how to decode the story of data with Dr. Junaid Qazi. It is the future skill all companies need.

Meet Our Innovators

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This bootcamp has drastically improved my digital skills. I can confidently compete in any industry needing data analysis, which is rapidly growing. This bootcamp is perfect for anyone needing a competitive advantage in the job market.

Vadin Savanvkov

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Part way through the bootcamp, I had already started hitting my goals. My experience with the curriculum, instructors and TAs has been the best. If you are considering taking a bootcamp – JUST DO IT! You won’t regret it.

Kingsley Okoro

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Since taking this bootcamp, I have more confidence in my data skills and abilities. Now I can confidently return to work and provide valuable insights on data and apply them to make smarter business decisions.

Sahar Gargary

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