Data Science involves: Statistics, Excel, Linear Algebra, Power BI, Machine Learning, SQL

Complete Road Map for Data Science & ML for Begineers

Name: Multidisciplinary Data Science and Machine Learning Overview
Rating: 5.6

InstructorAkhil Vydyula

Duration31h 18m

Students6,769

Rating4.5 (24)

Multidisciplinary Data Science and Machine Learning Overview

Strengths

Wide Tooling Scope

Instruction covers a diverse range of industry-relevant tools including SQL, Excel, Power BI, SageMaker, and Databricks.

Mathematical Foundations

The path includes dedicated modules for probability and aptitude to support machine learning concepts.

Limitations

Lack of Applied Practice

The curriculum lacks visible evidence of coding exercises, labs, or structured projects to reinforce learning.

Instructional Uncertainty

One signal from a learner suggests difficulty in understanding the purpose of specific course sections.

Best suited to

Non-CS students seeking a broad overview
Learners interested in industry tools like Power BI and Databricks

Less suited to

Learners requiring hands-on coding practice
Those seeking deep technical mastery through projects

Comidoc Score

5.6/10

Worth considering

Defined audience

Comidoc verdict

Mathematical prerequisites like probability and aptitude lead into programming with Python and SQL, eventually reaching machine learning, NLP, and deep learning. The path also incorporates modern generative AI topics and data visualization tools.

The breadth of the curriculum covers essential industry platforms such as Databricks and SageMaker. However, the absence of explicit hands-on projects or exercises in the visible curriculum may hinder the transition from theory to practice.

This course is best suited for beginners looking for a wide-ranging survey of the data science landscape rather than those seeking intensive, project-led training.

Score breakdown

Curriculum depth: 8.0
Applied learning: 3.5
Clarity & experience: 4.3
Currency & reliability: 5.0
Audience fit: 5.8

Coupon history

Comidoc has tracked 16 coupons for this course since 2025, last checked 12d ago. On average, a new coupon appears roughly every 23 days.

Coupon code	Discount	Added	Status	Lifetime
EPIC-LOVE	100% off	Oct 12, 202610:22 PM UTC	Fully redeemed	8h 29m
SEPT-FREE	100% off	Sep 26, 202607:51 PM UTC	Expired	~12 daysRan full term
DC-LOVE	100% off	Sep 9, 202612:40 AM UTC	Expired	~30 daysRan full term
AUG-FREE	100% off	Aug 2, 202606:41 PM UTC	Expired	~30 daysRan full term
JUL-FREE	100% off	Jul 1, 202604:03 PM UTC	Expired	~5 daysRan full term
JUN-FREE	100% off	Jun 6, 202612:40 PM UTC	Expired	~26 daysRan full term