FAANG+M Applied Data Science Bootcamp

FAANG+M Applied Data Science Bootcamp, available at $44.99, has an average rating of 4.89, with 12 lectures, based on 9 reviews, and has 43 subscribers.

You will learn about How to integrate Generative AI in Applied Data Science How to query and manipulate data using SQL for insightful analysis Essential Python programming skills for data science applications Techniques for creating impactful data visualizations to communicate findings Understanding metric movements Forecasting future trends and metric behavior using statistical models Designing and interpreting A/B tests for effective decision-making Distinguishing between correlation and causation Identifying product-market fit using data-driven approaches Applying machine learning algorithms for predictive and clustering analyses Understanding basics of using APIs This course is ideal for individuals who are Data Scientists, Product Managers, Data Engineers, Data Analysts It is particularly useful for Data Scientists, Product Managers, Data Engineers, Data Analysts.

Enroll now: FAANG+M Applied Data Science Bootcamp

Summary

Title: FAANG+M Applied Data Science Bootcamp

Price: $44.99

Average Rating: 4.89

Number of Lectures: 12

Number of Published Lectures: 12

Number of Curriculum Items: 12

Number of Published Curriculum Objects: 12

Original Price: $19.99

Quality Status: approved

Status: Live

What You Will Learn

How to integrate Generative AI in Applied Data Science

How to query and manipulate data using SQL for insightful analysis

Essential Python programming skills for data science applications

Techniques for creating impactful data visualizations to communicate findings

Understanding metric movements

Forecasting future trends and metric behavior using statistical models

Designing and interpreting A/B tests for effective decision-making

Distinguishing between correlation and causation

Identifying product-market fit using data-driven approaches

Applying machine learning algorithms for predictive and clustering analyses

Understanding basics of using APIs

Who Should Attend

Data Scientists, Product Managers, Data Engineers, Data Analysts

Target Audiences

Data Scientists, Product Managers, Data Engineers, Data Analysts

Welcome to ‘Introduction to Applied Data Science’ training to start a new journey or sharpen your DS skills. I’m Mustafa, here to guide you through this training. With a rich background at Facebook and Microsoft, and extensive consulting across various industries and geographies, I’ve gathered unique insights that I’m eager to share with you. Data science is more than a profession; it’s a pivotal force in our technological evolution, especially with the rise of generative AI. This course is crafted to immerse you in the real-life applications of Applied Data Science. Whether you’re an aspiring data scientist or a seasoned analyst, these training modules are tailored for all levels, focusing on practical, hands-on learning. We’ll be using a synthetic dataset designed for an online shopping platform, giving you a realistic environment to sharpen your skills. Our journey includes comprehensive sections like ‘Know Your SQL’, ‘Fundamentals in Python’, ‘Data Visualization’, and much more. Each module is designed to be flexible, allowing you to learn at your own pace. By the end of this course, you’ll not only answer real business questions but also be equipped to drive data-driven decisions. So, let’s dive in and explore the fascinating world of applied data science together!

Course Curriculum

Chapter 1: Introduction and Set Up

Lecture 1: Introduction and Set Up

Chapter 2: Business Case: Online Shopping Site

Lecture 1: Know Your SQL

Lecture 2: Fundamentals in Python

Lecture 3: Data Visualization

Lecture 4: Metric Movement Analysis

Lecture 5: Metric Forecasting

Lecture 6: Understanding Product Market Fit (PMF)

Lecture 7: Running an A/B Experiment

Lecture 8: Correlation vs Causation

Lecture 9: Machine Learning – Supervised Learning

Lecture 10: Working With APIs

Chapter 3: Closure

Lecture 1: Congrats! You Made It!

Instructors

Mustafa Akca
Data Science Leader

Rating Distribution

1 stars: 0 votes

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4 stars: 1 votes

5 stars: 8 votes

Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!