Data Analytics / Business Analytics Course v2 - Magnimind Academy

Interview Q&A Data Analytics / Business Analytics

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Data Analytics / Business Analytics Courses

Master Data Analytics, Get Hired

  • Mentor-Led Training from FAANG Data Experts
  • Real-World Interview Practice
  • Beginner to Advanced Data Analyst Training
  • Tier 1 and FAANG Companies Success
  • Skill Mastery: Focus on the comprehensive skill development.

Your Weekly Mentor-Led Journey

Weekly Meeting with a Mentor

Personalized 1:1 Mentor Session to Review Progress and Answer Questions.

Technical Skills

  • Hands-on Coding Exercises and Problem-Solving Practice.
  • Master common interview questions to boost your confidence.

Behavioral Skills

Mock Behavioral Interviews and STAR Method Training.

Case Studies

Real-World Data Analysis Projects and Portfolio Development.

Learn from Industry Experts and Seasoned Educators

On-demand technical coaching

Murat Baday

Yasin Ceran

Arafat Mokhtar

Siophan McNamara

Synchronous online classes

Interactive live coding lessons

Detailed feedbacks

Enriching discussions

Career insights and interview tips

Professional Career Support

Extended access to curricular contents

Career guidance with expert mentors

Resume and profile reviews

Practice Interviews

Affiliation with the global network of Magnimind

Complete a Data Science Internship while receiving Mentorship

Our mentorship program offers you:

Affiliation with a Silicon Valley startup

Building your portfolio with industry projects

Receiving guidance from 4+ mentors

Resume and profile reviews

Mock interviews

Project Showcase

Improve Your Data Science Skills Under Mentor Guidance

Our data science internship program offers a unique one-on-one training experience to equip you with the skills needed to build a career in the field.

With expert mentors guiding you every step of the way, you’ll gain hands-on experience working on real data science projects.

This mentor-led program ensures personalized attention and mentorship, allowing you to grow and thrive in a supportive environment.

You will have the chance to affiliate with a Silicon Valley startup and undertake an internship with industry projects.

Don’t miss out on this incredible internship opportunity that combines data science mentorship and practical training to launch your career to new heights.

Explore our core curriculum

Our mentor-led Data Science internship program will be broken up into four modules, each of the first three will last two weeks, and the last module will take nine weeks.

Week 1 - 2
Week 3 - 4
Week 5 - 6
Week 7 - 8
Week 9 - 10
Week 11 - 12
Week 13 - 14

Probability & Statistics

This week lays the groundwork for data analysis by covering essential probability concepts, including basic probability rules, conditional probability, and building distributions. You'll also review key distributions like normal, binomial, exponential, Bernoulli, and Poisson, which are fundamental for understanding and interpreting data patterns.

Data Analytics & Business Analytics

Dive into the core of data analytics and business analytics. Learn how to define and use key metrics, perform hypothesis testing, understand p-values and confidence intervals, and explore various regression techniques (linear, multiple, and an introduction to logistic regression). You'll also be introduced to essential statistical tests and methods for handling data.

Business Needs & Decision-Making

Transition from technical skills to the practical application of data analysis in a business context. Understand how to identify and collaborate with stakeholders, define the scope and practicality of business problems, create project scoping documents, and assess the impact of data-driven decisions.

SQL

Master the language of data with SQL. Learn how to write basic queries, perform joins and unions, utilize aggregate and window functions, create subqueries and tables, work with case statements and regular expressions, and group data for analysis. You'll also learn best practices for handling large datasets efficiently.

Python for Analysts (Part 1)

Begin your journey with Python, a versatile language for data analysis. Get an overview of Python, understand different data types, learn about lambda functions, and discover how to integrate Python with SQL for powerful data manipulation and analysis.

Python for Analysts (Part 2)

Expand your Python skills by exploring essential libraries like NumPy and Pandas. Learn how to clean and prepare data for analysis, use regular expressions for pattern matching, conduct exploratory data analysis (EDA), and create compelling visualizations to communicate your findings.

Tableau

Harness the power of data visualization with Tableau. Learn how to connect to and load data, utilize various visualization techniques, design interactive dashboards, and craft compelling data stories to effectively communicate insights to stakeholders.

Advanced Analytics & Machine Learning

Explore the exciting world of machine learning. Get an introduction to supervised, unsupervised, and reinforcement learning, and learn about various algorithms like Naive Bayes, Support Vector Machines (SVM), Decision Trees, Random Forests, and Neural Networks.

Case Studies & Applications

Apply your knowledge and skills to real-world case studies. Learn best practices for solving case studies, analyze trends and financial data, perform product analysis, develop business strategies, define and use key metrics like ROI, and assess growth potential and opportunity costs.

Interview Strategy and Success

Prepare for your data analyst job search. Develop effective interview strategies, learn how to showcase your skills and experience, and practice answering common interview questions with confidence.

Behavioral Interview Prep

Master the art of behavioral interviews. Understand the STAR method, prepare compelling stories to demonstrate your skills and experience, and practice answering behavioral questions effectively.

Offers and Negotiation

Navigate the job offer and negotiation process. Learn how to evaluate job offers, understand your worth, and negotiate effectively to secure the best possible compensation and benefits package.

Data Platform and Architecture

Gain a deeper understanding of data platforms and architecture. Explore data warehousing, data lakes, unified data models (UDM), database schema design, and data governance principles to effectively manage and utilize data within organizations.

Data Pipeline

Learn how data pipelines work and how they differ from traditional ETL processes. Explore the various stages of data collection, including ingestion, processing, batching, validation, and analysis, to ensure data quality and efficient data flow.

Application Process

  • Apply for the program

    Fill out our online application form on our website. No prerequisite needed.

  • Expect a call from our program administrator

    Our program administrator will contact you to set up a meeting with our technical team.

  • Interview with our technical team

    Our technical team will ask you domain-specific questions to assess your data science knowledge. This will help us to make suggestions to maximize your benefit from the program.

  • Start the program – Ready to go

    You will be assigned a user id to log in to our online learning platform. You will have access to course materials and the program schedule to begin your journey with us.

Data Science Courses

 

Course Detail Beginner ($8,000)
Intermediate ($6,000)
Advanced ($4,000)
Best For New to DA/BA, need foundational skills Already working in DA/BA, improving knowledge & interview skills Experienced professionals refining interview skills
Course Duration 24 Weeks 6 Months Support 15 Weeks 6 Months Support 8 Weeks 6 Months Support
Exclusive hiring network & resume coaching
Mentor-Led Mock Interviews 10 10 10
Weekly Coaching + 1:1 Mentorship
Real-World Data Analytics Project
Certificate + Lifetime Course Access
Company Internship/Affiliation
Apply Now 🚀 Enroll Now 🚀 Enroll Now 🚀 Enroll Now

Mentorship Bootcamp start dates

This is a 15-week program offered three times a year in January, June, and September. Most students devote 10-15 hours a week to the program.

Enroll today and take the first step in becoming a data science professional!

The next batch starts

Mar 15, 2025

Limited spots

available

Frequently asked questions

What are the outcomes of this program?

This program is designed to meet the specific needs of applicants and help launch their data science careers with hands-on projects. Most students approach us with a good theoretical background in data science but don’t have good hands-on experience. They lack qualified mentors and don’t have an idea of industry standards. We provide education to fill the gap and provide the best mentorship program in Silicon Valley where each student will interact with at least three mentors. Our students graduate from our 1on1 Data Science Mentorship Bootcamp with enough skillsets that will help them to find industry placements in related positions. Our students are trained for technical interviews, resume preparations, and necessary hands ‘on requirements. With these checkmarks on your profile, you will be a strong candidate in the job market.

Is this program job guaranteed?

Magnimind Academy 1on1 Data Science Mentorship Bootcamp is specifically designed to place its students. Not only during the bootcamp timeline but also after graduating from the program, Magnimind helps its students with recruiter connections and job placement studies. The program is specifically not a job guaranteed, but it’s the only purpose is to place its graduates in the industry. Typically, if you choose the income shared agreement(ISA), you will pay eighty percent of the money when you get to the job.

What are the payment alternatives?
Currently, the payment alternatives for the program are the up-front payment, monthly installments, and deferred tuition agreement.
How old is this program?
Magnimind academy is founded in 2016 by Stanford scientists to address the unmet need in training data scientist. Magnimind Academy specializes in Data Science, AI and Machine Learning. Therefore, we are claiming that we are offering best data science education with our experts from Silicon Valley companies and Stanford scientits. We have hosted over 20+ batches.
Do you have any support after the program?
Magnimind Academy is organizing its program to reach out to your dream position in the industry. The guidance of Magnimind continues with career coaching, recruiter connections, and internships after the bootcamp timeline. We also provide bonus educations for some of our students.
How does Magnimind help me get hired?
The reputation of the 1on1 Data Science Mentorship Bootcamp Curriculum is the ultimate source that will help you to get hired. Other than the quality of the education, the Magnimind recruiter network will take you one step above between your competitors. Compared to other bootcamps, Magnimind data science mentorship bootcamp offers in-depth industry-based training where you only focus on the industry’s standard hands-on education with real-life projects. We provide a variety of pieces of training that cover every aspect of job placements.
Will I work with a team during the program?
You will have an end-to-end experience in different sub-topics of data science while working on the projects. You will collect data, build models, and get actionable insights with your hands’ on experience during the bootcamp.
Can I choose a project field that I am interested in?
The projects of the bootcamp are determined by Magnimind Academic Staff and assigned to you. Magnimind admissions team makes sure to understand your readiness to start these projects during the assessment process. However, the Magnimind team would be able to guide you in your project of interest after the bootcamp.
Can I continue working on these projects after the bootcamp?
You can continue to your learning and hands ‘on experience with the internship opportunities from Magnimind network. Magnimind meets you with startups and technology companies where you can find paid or unpaid internship opportunities and gain more experience before landing your first position. However, the internship is based on your progress during the regular program.
What is the weekly time commitment this program requires?
Magnimind Academy – 1on1 Data Science Mentorship Bootcamp is an intense 15-week program designed to meet the specific needs of applicants and help launch their data science career with hands-on projects. Each student is expected to work 15 hours a week on their projects and also to meet with mentors to benefit from their experience.
What if I can't finish the projects on time?
One big challenge for you is the timing during the bootcamp. You will learn how to meet with project deadlines and become ready for timelines of the industry projects. Our mentors help you to catch up on your workgroup and finish the projects on time. Our program managers also assess your progress with weekly bootcamp overview meetings.