We Provide The Practical Experience That Well Over 95% Of Data Analyst and Python Developer Job Openings Require.


Employers who are hiring Data Analysts and Python Developers expect them to have Practical Experience so that they can be productive from the day that they start their employment. This is where NCLab career training shines since it uses a learn-by-doing platform that makes trainees actively practice what they are learning, to the point that they are productive Data Analysts and Python Developers by the time they complete their training.

This is quite different than other career training programs in which trainees spend the vast majority of their time listening and watching rather than doing. In much the same way that people who learn to drive cars need to get behind the wheel and not just watch videos, read manuals, and take tests, Data Analysts and Python Developers need to practice what they are learning during their training in order to be job-ready, upon graduation.

The NCLab Data Analyst and Python Developer career training programs have been constantly developed and improved since 2017, based on the feedback provided by the trainees and colleges we work with. Our programs are exceptional in the sense that they are proven to work not only for college students who are still immersed in the learning process, but also for working adults who have been out of school for years.

We are not aware of any other Data Analyst or Python Developer career training program that offers this kind of learn-by-doing approach.

How Tainees Acquire Practical Experience In NCLab Training Programs

It is only because NCLab uses a powerful proprietary learn-by-doing AI-based platform that it can deliver Practical Experience as part of its training. With that platform, trainees are active participants rather than passive participants who listen to lectures and watch videos.  They have a feeling of accomplishment and our surveys show conclusively that trainees love to learn this way.

Following are the key attributes of the NCLab career training programs:

Bite-Sized Lessons and Immediate Self-Assessment

Short bite-sized lessons are followed by immediate self-assessment exercises, which ensure that trainees get practice using what they have learned before moving on. Success is assured if they are willing to put in the effort to do the required work.

AI-Based Adaptive Feedback

Artificial Intelligence algorithms allow trainees to learn by doing and to see the results of their problem solving on an immediate basis. In much the same way that an in-person instructor can help an individual trainee that is having difficulty with a new concept, these powerful algorithms help trainees with sophisticated adaptive feedback throughout their learning process.

Verified Learning LMS 

A built-in Verified Learning Learning Management System records all trainee learning activities and confirms that trainees have thoroughly learned the subject matter and have gathered sufficient Practical Experience to qualify for job openings. The information that the LMS collects helps support personnel understand where trainees are when they need assistance, and it also helps course developers identify places where the courses can be improved. 

A Creative Suite Where Trainees Create and Share Portfolio Artifacts

Trainees have access to a powerful Creative Suite, where they can create their own projects and work through them to come up with solutions and save their results for later retrieval and sharing.


Please Take a Short Tour of NCLab’s Learn-By-Doing!



What Our Trainees Say About Us

I love my new job!

“My boss encouraged me to take the training and now I’m really glad I did because I’m now doing data analytics work full time.” L.L.

Superb way to learn

“I really enjoyed the online/modular format of this course. The material was presented clearly and concisely and allowed me to focus longer on concepts that were difficult, while glancing over concepts I was already familiar with.” A.C.

This is how I like to learn

“This is how I like to learn, at my own pace. I like the bite-sized tutorials and I feel a real sense of accomplishment when I complete the exercises that follow them.” M.J.

Great training!

“I watched videos, read short tutorials, viewed examples, ran demo programs, and then performed exercises that demonstrated my comprehension of the subject matter.” S.L.

The training is really great!

“Not easy but really informative. Practical experience was what I wanted and I feel that I got it.” F.Z.

The program is great

“I cannot compliment enough any training that involves students actually working on the problems rather than just listening.” A. S.