Applied Data Science

Category:

Big Data Analytics

Intermediate 5 days Course & Certification

Overview

Participants will develop a deep and profound understanding of Big Data Analytics and the Data Science lifecycle, and the ability to develop a wide range of machine learning models (in the areas of Regression, Classification and Clustering), optimize and evaluate model quality. Participants will also gain the experience of using Natural Language Processing (NLP) techniques, and building Product Recommendation Systems.

Target Audience

This course caters to those with some experience in Data Analytics and Data Science, have the intentions of becoming full-fledged Data Scientists. Participants should preferably have some knowledge in Python Programming and are recommended to have completed the Applied Data Analytics course.

Outline

Data Science Overview

Data Science Lifecycle

Data Acquisition & Cleansing

Data Analysis & Statistical Methods

Introduction to Machine Learning

Introduction to ML Libraries

Machine Learning Models

Predictive Models (Multiple Linear Regression)

Classification Models (Logistic Regression, KNN, SVM, Random Forest)

Clustering Models (K-Means, DBSCAN)

Natural Language Processing (NLP) and Sentiment Analysis

Recommender Systems (Apriori, SVD)

Model Evaluation and Optimization (Confusion Matrix, Accuracy, Precision, Recall, F-Score, Cross Validation, Stratified Sampling and Learning Curves)

Schedule

22 - 24, 29 - 30 Aug 2023

5 Days

Virtual

$1,800.00

Enroll Now

21 - 23, 28 - 29 Nov 2023

5 Days

Virtual

$1,800.00

Enroll Now

FAQs

It seems all the upcoming classes for this course will be conducted virtually, will there be a face-to-face option in the future?

At this juncture, all classes for this course will be carried out virtually. The face-to-face option will be made available in the future.

Is the training schedule subject to change?

We reserve the right to cancel or reschedule any training session. In the event of a cancellation or if you are unable to attend a rescheduled training session, we may choose to refund all of your paid fees or credit such amounts towards the next available training session.

Can I reschedule my training to a later date if need be?

You may request to have your training rescheduled to a later date, provided that you have notified us at least 10 working days prior to the training. Course fees will not be refunded if you notify us in less than 10 working days, or do not show up on the day of the training.

Can I get someone else to replace me in attending the training if I can't make it?

If are you unable to attend, you may designate a representative from your organization to attend prior to the commencement of the training at no additional cost.

Can I cancel my training and get refunded if need be?

You may cancel your training and get refunded, subject to conditions. Course fees paid shall be refunded strictly on the basis that you have notified us at least 10 working days prior to the training. No refunds will be made if you give notice in less than 10 working days.

Can I request for a private or in-house training?

Yes, please contact us here (http://training.v-circle.com/contact) if you would like to request for a private class or in-house training arrangement for this course.

Is this course HRD Corp claimable?

Yes, this course is HRD Corp (Human Resource Development Corp of Malaysia) claimable. Please contact us here (http://training.v-circle.com/contact) if you would like to utilize your HRD Corp levy (instead of paying in cash) for this course.

Will there be practical hands-on activities for me to better appreciate the training?

Yes, this course includes multiple hands-on sessions for you to learn and practice what you are learning so you can have the best learning experience possible.

Does this course come with certification?

After attending this course, you can opt to sit for an exam to get yourself certified in a separate arrangement and cost. We strongly encourage you to get certified since having industry recorganized certification will definitely add value to your career. Please contact us here (http://training.v-circle.com/contact) if you would like to opt for the optional professional certification.