WeCloud’s Natural Language Processing course offers a comprehensive introduction to the field of NLP, equipping students with the knowledge and skills to analyze, understand, and generate human language using computational methods. Participants will explore various NLP techniques, from basic text processing to advanced deep learning models, such as recurrent neural networks (RNNs) and transformers. The course emphasizes practical implementations using popular libraries and frameworks, enabling students to work on real-world NLP applications. By the end of the course, students will be prepared to develop and evaluate NLP solutions for diverse tasks, including text classification, sentiment analysis, and machine translation.
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This module demonstrates the fundamentals of logistic regression and its application in binary classification tasks.
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This module dives into neural network (NN) mathematics and implementation, including hands-on work with PyTorch.
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This module teaches the basic text processing techniques using NLTK and Spacy, along with regular expressions.
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This module explores various techniques for representing text data, including TF-IDF, word co-occurrence, GloVe, and Word2Vec.
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This module examines various NLP tasks and traditional machine learning algorithms for solving them.
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This module studies the application of RNNs, LSTMs, and GRUs in NLP tasks, including their architecture and functionality.
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This module teaches about bidirectional LSTMs and their advantages for NLP applications.
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This module examines evaluation metrics for different NLP tasks, including loss functions and performance measures.
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By the end of this course, participants will be able to:
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My experience was awesome. I was taught by professional data engineers who shared their insights based on their professional experience. The topics covered are relevant to what employers are looking for and I enjoyed hands-on projects. I learned all the skills I needed to be a data engineer and I got a full-time offer as a data engineer, thanks to the mentors from WecloudData. I highly recommend this program. I was able to land interviews at Amazon, Yelp, CI Financial e.t.c
Deciding to go with WeCloudData was one of the best decisions I made during my career switch. Their Bootcamps are intense but they get you where you need to go. The instructors are amazing and the TAs very knowledgeable. Their client projects taught me a lot even after the bootcamp was done. I was able to land my current job thanks to the skills and training from the course.
I had the pleasure of attending WeCloudData’s Data Fundamentals bootcamp, which was fantastic. The highly qualified instructors used cutting-edge teaching techniques that greatly facilitated understanding the logic of coding and programming. They carefully progressed us from fundamental to more complex subjects, avoiding any feeling of overload. I wholeheartedly endorse this course for anyone hoping to become a data analyst—it’stheonly one you’ll need. The teachers are very outstanding!
This bootcamp provided me with the necessary technical skills and industry knowledge to secure a data job. The instructors are knowledgeable and shared everything they know to help me achieve my goals. The TAs are resourceful and patient answering my questions. The projects in the bootcamp enhanced my knowledge and impressed interviews. This is a wonderful bootcamp if you are looking to either imporve your skills or switch career!
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The course is structured into weekly modules, each containing video lectures, reading materials, assignments, and quizzes. You can complete the modules at your own pace, but we recommend following the weekly schedule to stay on track.
You can get support in multiple ways:
TAs are available on Slack from 9 AM to 6 PM (ET) Monday to Friday. Outside these hours, you can still post your questions, and TAs will respond as soon as they are back online.
After enrolling in the course, you will receive an invitation link to join the Discord community. Follow the link to create an account or log in to your existing account.
The Discord community offers peer-to-peer support, where you can discuss course topics, share resources, collaborate on projects, and network with fellow learners
The optional mentoring service includes one-on-one sessions with an experienced mentor who can provide personalized guidance, feedback on your progress, and help you set and achieve your learning goals.
Please talk to our Program Advisors to sign up for Mentorship services for an additional cost
Yes, you will have lifetime access to the course materials, including any updates made to the content in the future.
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Contact our advisors now to learn more about our programs and courses. They are here to answer all your questions and help you embark on a successful journey.
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WeCloudData is the leading data science and AI academy. Our blended learning courses have helped thousands of learners and many enterprises make successful leaps in their data journeys.
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