what is the best data science bootcamp prep course?

by Prof. Leone Beier 10 min read

What courses to take to become a data scientist?

Nov 17, 2021 · The 9 Best Data Science Bootcamp Prep Programs. 1. Flatiron School Data Science Bootcamp Prep. Length: Self-paced. Curriculum: Students will learn how to code in Python, receive an introduction to machine learning, and get a refresher on math fundamentals. This course covers data types, variables, and collections in Python; gradient, descent ...

What is the best online course for data science?

Jun 13, 2019 · Practicum by Yandex offers a bootcamp aimed to prepare graduates for a career as a data scientist. Students progress from a free, 20-hour introductory class to the eight-month, 600-hour professional course.

How competitive are data science bootcamps?

Coding Temple offers a Data Science + Python boot camp that is a 10-week full-stack development course that can be taken either online or in one of three different cities. This program features one-on-one learning, a capstone project, weekly meetings and quizzes, and practical career prep tools.

What are some of the best data science courses?

Prep Course Data Science Bootcamp Prep Course. BrainStation's Data Science Prep Course is a free video course that will help you quickly learn essential concepts for working with data and is your first step toward a new career as a Data Scientist. Start Prep Course

How long is a data science bootcamp?

Time Commitment: Data science bootcamps included in this list have programs where students dedicate at least 20 hours of study a week and are at least 8 weeks long.

How long is the science to data science course?

Science to Data Science offers both a 5-week data science workshop in London training analytical PhDs, and a 5-week online data science course for both PhDs and MScs. Both courses teach the skills needed to transition from a scientific background to become a successful data scientist, such as Python, R, Hadoop, SQL, and machine learning. Fellows accepted into the program will learn via hands-on projects, and work in groups to complete real-life big data problems. The curriculum also includes 30 hours of lectures on topics such as professional development and business skills, designed to help students achieve their goals after the program. For those attending the campus-based program, housing in London is included.

What are the skills required to become a data scientist?

These bootcamps teach students the skills to become a data scientist or data analyst by teaching either Python and/or R, and covering skills like data visualization, machine learning, big data, natural language processing and more. Many data science bootcamps have rigorous admissions processes and require applicants to have a degree in STEM.

What is brainstation course?

BrainStation offers full-time and part-time courses in data science, design, development, marketing, cyber security and product in New York City, Miami, London, Toronto, Vancouver, and through an Online Live platform. BrainStation’s goal is to empower individuals, businesses, and brands to succeed in the digital age by offering diploma programs, certification courses, and training options across the full digital product lifecycle. BrainStation provides a collaborative, project-based learning experience, with curriculum updated on a daily basis to ensure professionals gain the skills and experience needed to succeed in their careers.

What are the different financing options for bootcamps?

Varied Financing Options: Bootcamps that offer a variety of payment options like deferred tuition, income share agreements, or school financing to make their program more accessible to students.

What is data science retreat?

Data Science Retreat is a 3-month, full-time, immersive program for advanced data science and machine learning based in Berlin, Germany. DSR's rigorous bootcamp is taught in English and covers data science, business analysis, software engineering, communication, and career coaching. Founded in 2014, DSR provides state-of-the-art data science education and practical coaching to individuals, while also enabling businesses to identify and access untapped talent in a future-proof way. Participants get to work with real-world data and practical problems in order to develop a portfolio project, demonstrating that they can own a business problem, solve it, and communicate why their results are definitive.

Where is Greyatom School of Data Science?

GreyAtom School of Data Science in Mumbai, India offers a full-time, 16-week Front End Web Development bootcamp and a full-time, 32-week Data Science with Artificial Intelligence bootcamp as well as a 4-week course in Data Analytics with Python. In the last three years, GreyAtom has helped more than 2,500 learners transition to data science and front end development careers. The Data Science curriculum covers Python fundamentals, Pandas and Numpy, statistics, and natural language processing. The Front End Web Development curriculum covers web foundations, responsive web design, JavaScript, React, Angular, data structures and algorithms. GreyAtom’s practical learning approach with industry projects and hackathons helps students build practical and industry-ready skills under the guidance from industry-experienced instructors and mentors.

How long is a data science bootcamp?

A program usually lasts from 3-6 months for full-time students, who may spend up to 10 hours a day, five days per week, completing projects and practicing new skills. Most programs — whether offered online or in-person — are open to all levels of educational and technical experience, from those just entering the job market out of high school to those with a four-year degree looking for a new career. Importantly, some data science bootcamps are more advanced and require prior data analytics knowledge or even a bachelor's degree in STEM. Regardless, it's recommended that students brush up on their statistics and math skills before enrolling in a data science bootcamp.

How long is the Science to Data Science course?

Science to Data Science’s project-based courses include a five-week intensive London course and a remote, virtual course. Due to the COVID-19 pandemic, the on-site course has switched over to virtual learning. This data science program is targeted at existing PhDs and MScs who want to branch into data science quickly. During the five-week program, students will be coached through a variety of intensive ... Read More#N#projects. The course includes precourse preparation, projects, events, and networking. According to Science to Data Science, the program now has 600 alumni who work all over the world, forming the basis of Science to Data Science’s networking and resources. Students must meet educational prerequisites to sign up.

How long is Python bootcamp?

Coding Temple’s Python + Data Science Bootcamp is a 10-week full-stack development course available online, with headquarters in Chicago and Dallas. Features of the bootcamp include individualized one-on-one learning, weekly meetings and quizzes, a capstone project, and career preparation.

What is NYC Data Science Academy?

The NYC Data Science Academy promotes three major course paths: an Online Bootcamp, a Remote Live Bootcamp, and a Professional Development Course. The Online Bootcamp is a full-time, 16-week or part-time, 25-week course with recorded videos and assigned coursework. The Remote Live Bootcamp is a full-time, 12-week course with real-time instruction. The Professional Development courses are four to six ... Read More#N#weeks long with expert instruction support. Hiring partners with the NYC Data Science Academy include Google, Bloomberg, and Spotify. The NYC Data Science Academy also offers a number of short or one-off courses at its campuses. Courses are held on the NYC Campus and online; however, as of March 19, the NYC Data Science Academy has transitioned to fully online instruction for all its classes due to COVID-19.

What is the Propulsion Academy?

Propulsion Academy provides students opportunities to learn about the technologies, tools, and techniques necessary to master all areas of data science. The course runs 12 weeks and students attend all-day classes Monday through Friday. The curriculum of the full-time, immersive bootcamp in data science includes instruction in statistics, machine learning, natural language processing, deep learning, ... Read More#N#Python, and R. Students apply the knowledge and skills they have acquired in completing a final data project in collaboration with real-world industry professionals. Career assistance is also available to help students in their job search. With the lifting of COVID-19-related restrictions, data science bootcamp students may attend classes on campus or online.

Why do we need data scientists?

In recent years, data scientists who process and analyze large amounts of data to identify valuable insights have become an increasingly essential part of business teams. This explains why the U.S. Bureau of Labor Statistics projects a 22% increase in demand for trained data scientists over the next decade. Completing a data science bootcamp can help individuals break into this in-demand field and give their income a boost in the process.

What is data science retreat?

A 90-day, full-time, immersive, in-person data science retreat in Berlin, the Data Science Retreat provides three instructional programs: Python, Linear Algebra & Probability, and Machine Learning. Once coursework is completed, graduates will have projects that they can present to prospective employers. Career coaching services include resume assistance, practice interviews, and LinkedIn updates. This ... Read More#N#program is open to about 100 students annually, with the goal of transitioning existing professionals or educated students into the data science space. Approximately a third of the course is dedicated to developing a strong portfolio project. Though it’s held in Berlin, the coursework is in English. While some Data Science Retreat events have been postponed due to the COVID-19 pandemic, it is still taking applications for its next batch of students.

How much does a data science boot camp cost?

The more advanced boot camps vary in price from $1,500 to $16,000.

What is a big data bootcamp?

The Big Data Bootcamp is a 3-day intensive conference that gives attendees a good overview of data science, with several technical sessions of big data case studies. No experience with databases or programming is required, though those who are proficient may receive job placement assistance from the trainers. Individuals can apply for the conference, as well as corporations on behalf of their employees.

How much does BitBootCamp cost?

BitBootCamp also offers a fully immersive program in data science, which is from 9 am-5 pm every day for 2 months, which costs $15,500.

How long is Betamore class?

Betamore offers an 8-week course that covers SQL, data visualization, Tableau, Python, and other elements of data science that wraps up with a real-world project; beginners are welcome to apply. Meeting twice a week for 3 hours a class, students can expect to work at least 7 hours on their own every week to learn these skills. Betamore also boasts a personalized career placement service.

How many days a week is a boot camp?

Also, many of the boot camps are full-time immersion programs where you’ll be in class or attending various meetups and events every day, five days a week, for the entirety of the boot camp. This is great for networking and mingling with data scientists who are already in the industry.

Why are boot camps so intense?

Meanwhile, boot camps are typically more intense because they involve a significant amount of information that is compressed into a short time period. If you are serious about learning more about data science and can handle this instructional format, a boot camp is an excellent option to consider.

What is a data science fellowship?

Fellows are generally current or recent graduates or undergraduates already training in computational or quantitative fields; they work in small groups to solve real-world problems in fields such as health, energy, education, public safety, and environmental issues.

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NYC Data Science Academy

The NYC Data Science Academy is aimed at more experienced data scientists who have earned a masters or Ph.D. degree. Courses include training in data visualization, Tableau, Spark, R, Python, Hadoop, GitHub and SQL with a focus on real-world application.

Dataquest

Dataquest offers a 24-week project-based data science program that involves “interactive coding challenges” to offer a more hands-on approach to teaching. The course includes one-on-one coaching from instructors and offers step-by-step training on all the skills students need to be prepared for a career in data science.

RMOTR

RMOTR offers a 4-month-long bootcamp program with a fixed schedule of evening courses. Courses cover topics such as Python, data science, web development, programming and popular data tools such as Pandas, Numbpy, Scipy, Matplotlib and Bokeh.

Springboard

The Data Science Career Track at Springboard consists of a six-month program that typically requires 10 to 15 hours per week of work. You’ll get access to the Springboard community, a personal mentor, career coach and student advisor.

General Assembly

General Assembly offers full-time and part-time courses, workshops and events in-person and online. The full course catalog is extensive, and there is a program for every data science skill you can imagine.

Metis

Metis has campuses in New York and San Francisco, where students can attend intensive in-person data science workshops. Programs take 12 weeks to complete and include on-site instruction, career coaching and job placement support to help students make the best of their newly acquired skills.

Data Science Dojo

With campuses in Seattle, Silicon Valley, Barcelona, Toronto, Washington, Paris and more, the Data Science Dojo brings quick and affordable data science education to professionals around the world.

What Is a Data Analytics Bootcamp?

A data analytics bootcamp is a short, intensive training program to give you specialized skills in the field of analytics. A good bootcamp is career-oriented, teaching you in-demand skills, offering an opportunity to learn through practice, and helping you make a smooth career transition.

Best Data Analytics Bootcamps

There are dozens of data analytics bootcamps available today. Across curriculum, instructors, hands-on projects, industry relationships, job support, etc., each data analytics bootcamp offers a unique combination of features. We’ve curated the 11 best data analytics bootcamps below, so you can choose the one that’s right for you.

How Do You Choose the Best Data Analytics Bootcamp?

There are dozens of data analyst bootcamps, and each program is unique in its curriculum, mode of delivery, expected commitment, mentor relationships, etc. To make the most of your experience, you need to choose the best data analytics bootcamp for you. Here’s how.

Making the Most Out of a Data Analytics Bootcamp

Once you’ve decided on the data analytics bootcamp you want to join, here are a few things to prepare for before you begin.

FAQs About Data Analytics Bootcamps

Yes. Data analytics bootcamps are the fastest way to gain industry-ready skills available today. Given the talent gap, kickstarting a career in data analytics will be easier after a bootcamp. Moreover, the best data analytics bootcamps also offer job guarantees minimizing the risks around making the investment.

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The Springboard Data Analytics Bootcamp is a comprehensive program designed to give you everything you need to launch your career in analytics. This mentor-led, project-driven program offers more than just technical skills.

What is the most popular programming language in data science?

Python and R are the two most popular programming languages used in data science.

What is Data Science Essentials?

Data Science Essentials (Microsoft/edX): Full process coverage with good depth of coverage for each aspect. Covers R, Python, and Azure ML (a Microsoft machine learning platform). Several 1-star reviews citing tool choice (Azure ML) and the instructor’s poor delivery. 18–24 hours of content (three-four hours per week over six weeks). It has a 3.81 -star weighted average rating over 67 reviews. Free with Verified Certificate available for $49.

What is Kirill Eremenko's data science A-Z?

Kirill Eremenko’s Data Science A-Z™ on Udemy is the clear winner in terms of breadth and depth of coverage of the data science process of the 20+ courses that qualified. It has a 4.5-star weighted average rating over 3,071 reviews, which places it among the highest rated and most reviewed courses of the ones considered.

How long is Data Science Orientation?

Uses Excel, which makes sense given it is a Microsoft-branded course. 12–24 hours of content (two-four hours per week over six weeks). It has a 3.95 -star weighted average rating over 40 reviews. Free with Verified Certificate available for $25.

What is the purpose of the introduction to data science?

Our goal with this introduction to data science course is to become familiar with the data science process. We don’t want too in-depth coverage of specific aspects of the process, hence the “intro to” portion of the title.

How many people have been helped by freecodecamp?

Learn to code for free. freeCodeCamp's open source curriculum has helped more than 40,000 people get jobs as developers. Get started

What is data science course?

It aims to enable learners with a basic understanding of programming to effectively manipulate and gain insight into data. It comprises of 5 courses that delve into data science methods, techniques and skills using Python programming language. It is expected that learners have a basic working knowledge of Python or at least other programming background. This program focuses on the application of statistical analysis, machine learning, information visualization, text analysis and social network analysis. It teaches popular python toolkits such as pandas, matplotlib, scikit-learn, nltk, and networkx to gain insight into data. Specifically the 5 courses are – Introduction to Data science in Python, Applied Plotting, Charting & Data Representation in Python, Applied Machine Learning in Python, Applied Text Mining in Python and Applied Social Network Analysis in Python. Learners need to complete all five courses to earn the specialization certificate.

How long is the data science program?

This is a very reputable and intensive 2 to 4 months long self-paced program. It includes 9 graduate-level courses that are taught by Harvard’s Professor of Biostatistics Rafael Irizarry and offered entirely online at a fraction of cost of traditional college, making it very accessible, affordable and flexible. The 9 courses that make up this data science program include R Basics, Visualization, Probability, Inference and Modeling, Productivity Tools, Wrangling, Linear Regression, Machine Learning and a Capstone project. Thus the courses begin with basic fundamentals and progress to culminate with a Capstone project where you apply the skills and knowledge acquired throughout the course series to a real world problem. By the end of the program you learn how to independently work on a data analysis project.

What is a micromasters program?

This MicroMasters program is a series of graduate level courses in data science , designed by professors of University of California, San Diego and delivered online via edX. It is a very immersive program that can help to gain critical skills needed to advance as a data scientist.

What is a data science specialization?

This Data Science Specialization is a 10-course introduction to concepts and tools that you’ll need throughout the data science pipeline and is taught by renowned professors of Johns Hopkins University on Coursera platform. It aims to develop capability of learners to ask the right kind of questions, manipulate data sets, make inferences and create visualizations to publish results.

What is UCSD Data Science?

This UCSD Data Science certification program very effectively encompasses 2 sides of data learning – the mathematical and the applied in the form of 4 courses. These courses are – Python for Data Science, Probability and Statistics in Data Science using Python, Machine Learning Fundamentals and Big Data Analytics using Spark. Learners are introduced to a collection of powerful, open-source, tools needed to analyze data and to conduct data science. Specifically, they learn how to use:

How many units are required for Microsoft Data Science?

This Microsoft data science certification comprises of 3 units and a final capstone project taught over 10 courses. Learners need to complete all 10 courses and achieve a 70% pass rate to earn MPP (Microsoft Professional Program) Data Science certificate. Some courses give learners the option to choose between different technologies. For example in Unit 1 (Fundamentals), you could choose between Analyzing and Visualizing Data with Excel or with Power BI. Similarly in Unit 3 (Applied Data Science), one has a choice between learning R or Python for programming course. Though you could take both courses, only one must be completed to satisfy the requirements for graduation.

How many hours is Data Science Journey?

This course includes over 21 hours of on-demand video and is split into 4 main parts (with several lectures in each part) representing steps in data science journey:

How long is a data science boot camp?

The majority take between three to six months to complete and cover topics such as programming, predictive analytics, statistics, data visualization and general data analysis.

What are the technologies that boot camp students learn?

These technologies often include but are not limited to: Python, SQL, Hadoop, Spark and the Pandas/NumPy libraries.

How much is the coding boot camp market worth?

In a recent report, Verified Market Research valued the global coding boot camp market at $399.91 million in 2018 and projected that it would top $889.37 million by 2026. This expansion is already evident; a whopping 33,595 students graduated from boot camps in 2019 alone — a 4.38 percent growth in enrollment since the year before.

What degree do you need to be a data scientist?

It’s not entirely unheard of for data science boot camps to require a bachelor’s degree in one of the STEM disciplines (science, technology, engineering or math) — though, again, this is relatively rare.

Why do people go to boot camps?

Many individuals gravitate toward boot camps since they offer a relatively low-cost way to achieve a high-quality education.

What are the benefits of boot camp?

Depending on the boot camp, students may have access to valuable career services upon graduating. Interview prep, peer networking resources and career coaching are all common resources that quality boot camp programs offer. Students also benefit from one-on-one communication with knowledgeable mentors and collective communication with other aspiring data analysts.

Why is data science important?

Data science exposes you to the unseen logic that guides businesses day in and day out. As an analytical professional, you could be responsible for delivering meaningful insights that completely shift the direction of an enterprise. If you have a passion for statistics, why not try your hand at the expansive world of data analytics?

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