About This Course

The Applied Data Science and Big Data Diploma Program is created to help close the gap between Academia and the Industry. It is a 6-month immersive learning program designed for university/college graduates and career switchers who want to learn data science skills fast and gain real hands-on industry experience, and get a job in the Data & AI industry in a relatively shorter time frame.

Who should consider this diploma program?

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University/college graduates

Your college degree doesn't give you enough experience and skills to get a data job

Career switchers who's looking for a smooth transition

We have proven success in helping professionals with unrelated work experience transition into data science roles

Job seekers who want a systematic approach to polish DS skills and project portfolios

Taken many courses but still struggling to get an interview? Let us help you focus on the most important skills to build

Masters/PhDs who lack industry experience

Let us help you gain real-world experience through our trainee program and teach you the necessary business/communications skills to succeed in career transition

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How we help you achieve the goal

At WeCloudData, the real-world experience starts in our classroom. Our hands-on learning program is designed by data science experts, hiring managers, and partners. We teach the hard skills that are in-demand and help students accumulate real experience through case studies, guest lectures, hands-on projects, as well as client projects. Our career support program also provides students the network and referral opportunities they need to land job offers.

Learning Outcome

Upon completing the program, students will be able to:

  • 01. Acquire strong technical skills
  • 02. Gain real-world project experience
  • 03. Become an excellent problem solver
  • 04. Build killer portfolio and resume
  • 05. Access hiring and referral network
  • 06. Invest in your bright future

Acquire strong technical skills required by hiring companies

Having the right hard skills is a much-have for landing a data scientist job. At WeCloudData, we work hard to provide students different learning experiences.

  • Become a SQL master and be familiar with RDBMS and NoSQL Technologies.
  • Learn to become a decent python coder and go beyond Jupyter Notebook.
  • Master data munging and preparation skills using Pandas DataFrame and SQL
  • Be skilled at data exploration using Python packages such as Matplotlib, Seaborn, Folium, Plotly, and build Plotly or Tableau Dashboards like a pro
  • Acquire enough calculus, linear algebra, and statistics knowledge for machine learning
  • Master machine learning theory and common packages such as Scikit-learn, Keras, NLTK and
  • Understand how to build an end-to-end machine learning project
  • Gain hands-on experience with leading big data platforms such as Apache Spark, Databricks, AWS SageMaker, and Hadoop

Build necessary soft skills and relevant experience via industry projects

Experience can only be gained via working on real-world projects. WeCloudData brings real client project experience into our classroom-based teaching. Students get to interact with real companies, take business requests, and turn them into practical data analytics execution plans.

  • Understand practical data science use cases
  • Learn how to communicate with clients and collaborate on real-world projects
  • Work in an agile project management environment
  • Get mentored on business planning, project scoping, and communicating analytics results
  • Practice the skills needed for real jobs, build up your experience, and set yourself apart from other candidates

Develop excellent problem solving skills for data projects

A high-performance data scientist not only has strong technical skills but also demonstrate excellent problem-solving skills. We go above and beyond to teach students problem-solving skills and help cultivate the curiosities and passion for solving real-world data challenges.

  • We don't teach our students the solutions. We teach them the ability to solve problems
  • At WeCloudData, Kaggle problems are only exercises and labs. Our students help solving real company data challenges
  • You not only learn how to successfully implement projects, but also learn how things will fail in reality.. and learn from it
  • Udemy/Coursera/Udacity only teaches you theory. We teach you how to leverage those knowledge to tackle business problems

Craft killer resumes and marketable data science project portfolios

No matter how good your technical skills are, you need an outstanding resume to stand out in today's competitive job market. The market is quite noisy with applications and services that help you throw keywords to the resume. Ultimately, what sets you apart is the skills, project experience, and the EVIDENCE that the employers rely on to bring you in for interviews. Our program is transformative in a way that purely focuses on portfolio and experience building. Our students get senior-level data science position sometimes because of the real experience they gain in the program. With the care we take, you will have the real experience that differentiates you in the crowded market.

  • You complete several hands-on projects in this program.
  • You add real client project experience to your resume
  • You learn how to build a killer portfolio that impress hiring managers
  • Through many business/data presentations you do in class and with the clients, you are on your way to impress the employers with strong confidence
  • Start building you resume in the first week of your experience and keep improving it over time
  • Get your resume critiqued by industry experts and hiring managers who have built data science team before

Provide fast growing hiring partner and referral network for interview opportunities

Don't have the confidence to face the job market reality even after completing several online courses or university programs? Applied for many jobs but didn't get many responses? You get little support by taking online or university courses. The real support one will need to make sure their skills get noticed by employers. The real careers support you will receive in this program is top-notch. We refer 100% of our graduates directly to hiring managers, recruiters, and alumni networks. 50% of our alumni get jobs because of our referrals.

  • Our hiring partners trust our students' abilities and real job performance
  • Our alumni are resourceful, helpful, and supportive
  • Tap into our recruiting/agency network for senior level positions
  • Participate in our hiring partners campus recruiting events
  • Get coffee chat opportunities with WeCloudData's guest lecturers, mentors, and alumni
  • Our 12k+ data science community gives you ample opportunities for networking

Line of Credit takes the financial stress away

Cannot afford the upfront tuition? We work with Canadian Bank Institutions on Student Line of Credit to take away the financial stress before you land your first data scientist job. Inquire about the finance options.

  • Compared to the MMA programs that cost you a fortune ($50,000+), our diploma program gives you much higher return on investment
  • While other Master's students are still going through their second semesters, our graduates will have started their first data scientist job with a median starting salary of $75,000.
  • With the salary increase after landing your data scientist job, you can easily pay off the tuition in one year
  • With the Line of Credit option, you only pay interest on the tuition in the first 2 years

Resources

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Big Data for Data Scientists - WeCloudData
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Schedule

Instructors

Shaohua Zhang

Chief Instructor (WeCloudData) | Head of Data Science (BeamData) | Startup Advisor and Data Coach

Instructor

Shaohua is the Co-founder and Chief Instructor at WeCloudData. In the past few years, he has trained hundreds of students and helped many of them launch their data science careers. He is also the CEO and Head of Data Science at Beam Data where he works closely with the industry partners on implementing data science projects. Prior to co-founding the Toronto Institute of Data Science and Technology (WeCloudData), he led the data science team at BlackBerry and helped build the data science practice at Kik. He has also worked with big companies such as TD, Canadian Tire, Sunlife, CIBC, Communitech, and MaRS on upskilling their data teams.

Vinny Ngyuen

Senior Data Scientist | Data Science Instructor | Corporate Trainer

Instructor

Vinny Nguyen is a Senior Data Scientist currently working at Beam Data, a Toronto-based AI consulting company. Coming from a web development background, Vinny transitioned into a Machine Learning Engineer role by working closely with clients on machine learning projects, model deployment, and building data pipelines. Vinny also has a strong passion for teaching. He not only helps WeCloudData deliver ML workshops, corporate training, but also teaches the Data Science course where he teaches students to build data portfolios through hands-on projects.

Shan Gao

Data Science Project Manager | Data Science Instructor | Corporate Trainer

Instructor

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What students are saying

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I highly recommend WCD bootcamp if you are thinking about a career switch to the data industry. Although nowadays knowledge sharing is very common and you could almost find any information online FOR FREE, it could be very overwhelming and inefficient to learn everything by yourself. Before I took the bootcamp, I have learn SQL,Python and did a lot of exercises on Leetcode. But I learn so much more than just coding in the bootcamp, such as integrating different tools, systematically appoarching to a data problem, and ways to avoid data leakage. Those parts surely come with rich experience, which is pretty difficult to learn for a starter on his own. Another thing I benefit a lot from the bootcamp is the internship. WCD has formed sustainable long term partnership with many industry players. So I have the chance to work on real data projects and built up my first working experience. Unlike others who are also new to the industry, I would be able to showcase my skills on resume and make good impressions through talking about those projects during the interview. I think that is one of the major reasons for me to land my first job offer even before the bootcamp ends, and eventually to my dream job. So I would say the WCD bootcamp is the best place to start your career in data industry and provide the best tools for you to succeed.

Eric Li

Sandy Liu

I feel so lucky and glad that I had chosen WeCloudData. I was a data science bootcamp student and received a job offer after the boot camp. It is not easy to jump into data science as a career when I realized my passion is in the data-related area. This high-intensity training highly improved my data science skills. I learned so many awesome materials and received continuous valuable feedback on my progress. Actually, I always feel so motivated and supportive through the whole study experience surrounded by talents ( instructors, TA, staff, and classmates). From my own experience, I have to say that those high-quality courses, excellent learning experiences, professional career guidance help me transit from academic to industry smoothly. To be honest, I can apply what I learned from courses to my work immediately. I cannot express how grateful I am for all the help and support from WeCloudData. By far, WeCloudData is the best educational institution I have ever experienced and I highly recommend this awesome place to learn data science courses. It is never too late to move into something that excites you.

Sandy Liu

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There are so many resources available to learn data science, many free or very low cost. Why spend thousands of dollars to attend the WeCloud Data fulltime Bootcamp? For the Structure, Support, Resources, Opportunities, and Networking it provides. The head instructor there is one of the hardest working people I've ever met, and he works with one goal in mind: Placing his students in excellent Data Science jobs. Lectures and learning materials are provided. The focus on building skills in Python, SQL, Big Data, and building a strong business-relevant Portfolio. The TAs and guest lectures are very helpful. You will still need to work very hard and supplement your learning beyond the classroom instruction with additional resources. To get a job in Data Science, you need to convince hiring managers that you are prepared for that job. An excellent path to that goal is through the WeCloud Data Full Time Bootcamp. They will help you and you will reach that goal sooner than you could alone. It is worth the money.

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