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Onboard
For Tech Teams
- Reduce initial time to productivity.
- Increase employee tenure.
- Plug-and-play into HR onboarding and career pathing programs.
- Customize for ad-hoc and cohort-based hiring approaches.
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Upskill
For Tech Teams
- Upgrade and round out developer skills.
- Tailor to tech stack and specific project.
- Help teams, business units, centers of excellence and corporate tech universities.
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Reskill
For Tech Teams
- Offer bootcamps to give employees a running start.
- Create immersive and cadenced learning journeys with guaranteed results.
- Supplement limited in-house L&D resources with all-inclusive programs to meet specific business goals.
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Design
For Tech Teams
- Uplevel your existing tech learning framework.
- Extend HR efforts to provide growth opportunities within the organization.
- Prepare your team for an upcoming tech transformation.
Get your team started on a custom learning journey today!
Our Boulder, CO-based learning experts are ready to help!
Course Summary
The Machine Learning and Natural Language Processing training course provides a foundational understanding of Machine Learning (ML) and Natural Language Processing (NLP).
This course begins by demonstrating techniques that can be used to solve complex problems in a variety of industries, from medical diagnostics to image recognition to text prediction. Next, practice exercises give hands-on experience in implementing ML models on real datasets. The course concludes by demonstrating how to implement ML algorithms with TensorFlow and other open source libraries used by leading tech companies in the ML field.
This course is designed for individuals with existing development experience.
- Productivity Objectives:
- Examine the problems associated with natural language processing
- Describe the basic techniques used in natural language processing (e.g., text classification, clustering, semantic analysis, sentiment analysis, topic discovery)
- Create a chatbot
Request Information
Get your team upskilled or reskilled today. Chat with one of our experts to create a custom training proposal. Fully customized at no additional cost.

If you are not completely satisfied with your training class, we'll give you your money back.




about our training
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Real-World Content
Project-focused demos and labs using your tool stack and environment, not some canned "training room" lab.
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Expert Practitioners
Industry experts with 15+ years of industry experience that bring their battle scars into the classroom.
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Experiential Learning
More coding than lecture, coupled with architectural and design discussions.
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Fully Customized
One-size-fits-all doesn't apply to training teams. That's where we come in!
What You'll Learn
In the Machine Learning and Natural Language Processing training course, you'll learn:
- Problem of Human Language
- Approaches and Techniques
- Frameworks and Tools
- RASA, NLTK, Spacy, Prediction IO
- Document Term Matrices and Bag of Words Approach
- Building Matrix terms using BOW
- Word Count Representation
- TF-IDF representation
- Using rows in DTM to vectorize data
- Search and Keyword Extraction
- Introducing Search
- Keyword Extraction
- N-grams
- Vectorizing NL Data
- Using Word2Vec to vectorize words
- Doc2Vec for vectorizing NL Documents
- Analyzing Word2Vec representations
- GloVE as an alternative to Word2Vec
- Performing Text Classification and Clustering with Vectorized Data
- Feature Representations for ML
- k-Means Clustering on Vectorized Data
- Classification of Vectorized Data
- Sentiment Analysis
- Performing Sentiment Scoring
- Using Sentiment Classification Algorithms
- Using RASA library to train sentiment analysis
- Semantic Analysis
- NLP Linguistics Pipelines
- Parsing / Chunking / POS Tagging
- Viewing NL as a Bayesian Network
- Topic Discovery
- Introducing Topic Modeling
- DTM Rows and LSA
- LDA as a better Topic Discovery Algorithm
- Topic Discovery With Prediction.IO
- Intents Classification
- Sequential Modeling
- Modeling Speech as a Sequence
- Markov Models / HMMs
- Bayesian Networks
- LSTMs
- Conversation Chatbot using RASA
Real-world content
Project-focused demos and labs using your tool stack and environment, not some canned "training room" lab.
Expert Practitioners
Industry experts that bring their battle scars into the classroom.
Experiential Learning
More coding than lecture, coupled with architectural and design discussions.
Fully Customized
One-size-fits-all doesn't apply to training teams. That's where we come in!

Elite Instructor Program
We recently launched our internal Elite Instructor Program. The community driven instructor program is designed to support instructors in transforming students’ lives by consistently showing a world-class level of engagement, ability, and teaching prowess. Reach out today to learn more about our instructors.
Customized Technical Learning Solutions to Help Attract and Retain Talented Developers
Let DI help you design solutions to onboard, upskill or reskill your software development organization. Fully customized. 100% guaranteed.
DevelopIntelligence leads technical and software development learning programs for Fortune 500 companies. We provide learning solutions for hundreds of thousands of engineers for over 250 global brands.



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