Machine Learning & Data Science Bootcamp with R & Python

Description

Academy of Computing & Artificial Intelligence proudly present you the course "Data Engineering with Python". It all started when the expert team of Academy of Computing & Artificial Intelligence (PhD, PhD Candidates, Senior Lecturers , Consultants , Researchers) and Industry Experts . hiring managers were having a discussion on the most highly paid jobs & skills in the IT/Computer Science / Engineering / Data Science sector in 2021.

At the end of the Course you will be able to start your career in Data Mining & Machine Learning.

1) Introduction to Machine Learning - [A -Z] Comprehensive Training with Step by step guidance

2) Setting up the Environment for Machine Learning - Step by step guidance  [R Programming & Python]

3) Supervised Learning - (Univariate Linear regression, Multivariate Linear Regression, Logistic regression, Naive Bayes Classifier, Trees, Support Vector Machines (SVM), Random Forest)

4) Unsupervised Learning

5) Convolutional Neural Networks - CNN

6) Artificial Neural Networks

7) Real World Projects with Source

Course Learning Outcomes

To provide awareness of  (Supervised & Unsupervised learning) coming under Machine Learning (Why we need Data Mining & Machine Learning, What is Data Mining, What is Machine Learning, Traditional Programming Vs Machine Learning, Steps to Solve a Data Mining & Machine Learning Problem, Classification , Clustering)

Describe intelligent problem-solving methods via appropriate usage of Machine Learning techniques.

To build appropriate neural models from using state-of-the-art python framework.

To setup the Environment for Machine Learning - Step by step guidance  [R Programming & Python]

Convolutional Neural Networks - CNN

Resources from MIT and many famous Universities

Projects with Source

What You Will Learn!

• Why we need Data Mining & Machine Learning
• What is Data Mining
• What is Machine Learning
• Traditional Programming Vs Machine Learning
• Steps to Solve a Data Mining & Machine Learning Problem
• Types of Learning in Machine learning (Supervised, Unsupervised, Reinforcement )
• Classification & Clustering
• Setting up the Environment for Machine Learning - R language and R studio , Python, Anaconda
• Introduction to Deep Learning - Guest Lecture
• Machine learning project : Car Price Prediction Project
• Kaggle - Covid 19- Classification (Chest X-ray.) - Covid-19 & Pneumonia
• Supervised Learning
• Unsupervised Learning

Who Should Attend!

• Anyone who wish to start the career in Data Science & Machine Learning

TAKE THIS COURSE