Product Marketing & Management
Private Data Training Tailored for Your Team
Business-focused training specific to your organization.
Take the first step towards a rockstar data team.
A Pragmatic Partner in Data Training
Data has changed the way companies do business around the world. Make sure your data team is ready to take on the future of data by partnering with Pragmatic Institute for private training tailored to your team’s specific needs and skill sets, as well as your company’s goals.
We work closely with you to identify the right hands-on, business-focused, real-world training options for your team, and tailor a program that will ensure your entire data team is prepared to handle anything that comes their way.
Our Process Is Built for Success
From the very start, we work closely with you to help you achieve your data goals.
Understanding Your Data Needs
When you first partner with Pragmatic Institute for your tailored data training, we listen to you to fully understand your specific goals and needs
One of our experienced data science instructors will join our conversation, offering insights and guidance on the best tools, programs and processes to help your team achieve your goals.
Assessing Your Team
Our data instructor will craft an assessment for your entire data team. This assessment will guide us in the creation of your tailored training plan, identifying which team members are best suited for which training and opportunities.
After the assessment is complete, we will create your ideal training plan to take your team’s skills to the next level. You will see exactly what your team will be learning, and how quickly your team will expand their skills.
Schedule Your Private Training
Once you approve the training plan, we’ll get your virtual data training on the calendar.
We break each of our training sessions into 2-week sprints, with half-day classes four days a week. Our experience has proven that this is the most effective way to ensure your team gets the best results from their training. We’ll work with you to find the best schedule to reach your goals.
All of our training options include several business-focused projects using real-world data and live code, so your team members will get hands-on practice from day one. We also provide regular office hours where you can ask questions and get answers from their instructor live.
Data Training Options
To help you achieve your data training goals, we cover a wide variety of hands-on topics using real-world data and business use cases. Based on our conversations with you, and your team’s assessment, we’ll create the right training options for you.
Here are some examples of the types of training we can offer your team:
Beginner Topics
Python basics | If/else statements | NumPy |
Variables and data structures | Try/except blocks | Pandas |
Iterations
| Object-Oriented Programming (OOP) | Time series analysis |
Functions | Data visualization |
Intermediate Topics
Regression | Linear regression | Scikit-Learn pipeline |
Intro to machine learning | Dimensionality reduction | Scikit-Learn API |
Supervised machine learning | Feature engineering | Principal Component Analysis (PCA) |
Unsupervised machine learning | Prediction models | Clustering |
Classification | Unbalanced classes | K-Means clustering |
Model training | Categorical variables |
Advanced Topics
Advanced machine learning | Feature embedding | Hidden layers |
Decision trees | Imputation and model preservation | Activation functions |
Ensemble models | Learning algorithms | Deep networks |
Bagging | Processing text | Keras |
Random forests | Text vectorization | Autoencoders |
Residual models | Topic modeling | Optimization and overfitting |
Error reduction | Latent dirichlet allocation | Convolutional Neural Networks (CNN) |
Neural networks | TensorFlow | DeepDreams |
Feature engineering | Topic modeling | Tensors |
Transfer learning | Domain-specific transformations | Computation graph |
Automatic differentiation | Recurrent Neural Networks (RNN) | Aggregation-based encoding |
Gradient descent | One Hot Encoding | Built-in optimization |
Basic neural networks |
Get Private Data Training Tailored to Your Team
Ready to learn more about our tailored data training programs?
Begin your conversation with our team today and upskill your data team for the future of data.
Begin your conversation with our team today and upskill your data team for the future of data.
What Others Have Said
“The lecturer was excellent, and the sessions engaging. I came away with a much greater level of confidence in these aspects than I had from the Coursera courses alone, and many additional snippets.”
“For my particular role (a leader working close to Big Data topics in Downstream), I found the discussions about applications within BP, and the balance of capabilities between IT&S and business people particularly valuable.”
“The lecturer was excellent, and the sessions engaging. I came away with a much greater level of confidence in these aspects than I had from the Coursera courses alone, and many additional snippets.”
Make Better Business Decisions
The Business of Data Science from Pragmatic Institute provides the insights and tools needed to become a data-driven business leader by turning business challenges into profitable data projects.
Data Training for Practitioners
Are you a data practitioner looking to upskill your talents? Visit The Data Incubator, our sister company, and learn more about their hands-on data analyst and data science classes designed by experienced data scientists.
