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VIVADATA

Courses: Deep Learning (advanced), Full-Stack Data Science, +-5 more.
Full-Stack Data Science

Locations

Paris, +-6 more.
Paris.

About VIVADATA

VIVADATA is an intensive and full-time 10-week AI/data science bootcamp in Paris, France. VIVADATA provides intensive training programs to teach students the fundamentals of data science with Python programming, data collection, data engineering, data... Read More

During the 10 week programs, students will learn and apply industry standard best practices, using state-of-the-art frameworks and libraries such as Tensorflow, Keras, PyTorch, Scikit-learn, Spacy and more. The bootcamp focuses on real-world programming and cloud-deployment using Git, APIs, AWS and Google Cloud, Docker and big data environments (Hadoop, Spark, Hive).

Graduates will receive lifetime access to the course curriculum and alumni community, as well as mentoring and job placement assistance to find a position in the very dynamic industry of data. Applicants do not need prior experience, and the course is open to all (engineers, consultants, designers, journalists, entrepreneurs).

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Courses

Deep Learning (advanced)

  • Cost: $5,800 - $5,800
  • Duration: 10 weeks
Locations: Paris
Course Description:

This 400 hours course has been designed for people with basic knowledge in machine learning and decent programming skills. We recommend to be familiar with linear algebra (matrix multiplication) and calculus (multivariable derivatives).

You will gain excellent theoretical knowledge of deep-learning concepts, and bring high-level theory to life using cutting-edge frameworks such as TensorFlow, Keras and PyTorch.

You will study convolutional networks, recurrent networks, generative adversarial networks and deep reinforcement learning. You'll have the opportunity to prove your skills by building several projects and will gain exclusive insights from working professionals in the field.

Syllabus:
---------------
01 - Neural Networks Basics: maths crash course, machine learning review, perceptron implementation.

02 - Deep Learning Fundamentals: multi-layer perceptron, backpropagation, activation functions, dropout, gradient descent, neural networks training.

03 - Big Data Engineering: Hadoop, MapReduce, Spark & PySpark, Elastic Search, Docker, Teradata, Jenkin, Paperspace, AWS and Google Cloud.

04 - Convolutional Neural Networks (CNN): image classification, weight initialization, auto encoder, transfer learning.

05 - Recurrent Neural Networks (RNN): text generation, RNN and LSTM implementation, hyperparameters, embeddings, sentiment prediction.

06 - Generative Adversarial Networks (GAN): deep convolutional GAN, semi-supervised GAN.

07 - Reinforcement Learning (RL): Monte-Carlo methods, Q-Learning, Deep Q-Network, policy gradients, Gym.

Subjects: Data Science

Full-Stack Data Science

  • Cost: $5,000 - $5,000
  • Duration: 10 weeks
Locations: Paris
Course Description:

This 400 hours course is the perfect track for beginners with no coding background. Through an accelerated intensive learning experience, you will gain a solid knowledge of data science with Python.

Without prior experience, you will soon be able to work with multiple data sources, create compelling visualizations, perform valuable exploratory data analysis, and implement machine learning models. The course covers the most important tools used in the industry to help you build solid foundations, with an emphasis on learning by doing and our project driven approach will help you build a portfolio as you learn. Our instructors have deep practical and theoretical knowledge on the material covered.

We bring you the technical skills you need to join a growing tech startup or launch your own data-science based project. Last but not least, you will enjoy the strong family-like atmosphere in the space

Syllabus:
--------------
01 - Python Foundations : data types and structures, control flow, functions and modules, OOP, Git and Github.

02 - Data collection : interactions with files, websites scraping, communication with APIs, database queries, regular expressions, big data with PySpark.

03 - Data analysis and visualization: Numpy, Pandas, Matplotlib, Seaborn, Tableau, exploratory data analysis (EDA), introduction to statistics.

04 - Machine Learning with Scikit-Learn: concepts and principles, classification, regression, train-test, Naive Bayes, cross-validation, feature selection, hyper parameters, PCA, unsupervised clustering, unsupervised dimensionality reduction, recommandation, deployment, regularization, anomaly detection, customer churn, random forest, decision trees, fraud detection, gradient boosting, times series.

05 - Natural Langage Processing (NLP) with NLTK/spaCy/Gensim/AutoML: preprocessing, tokenization, n-gram, lemmatization, latent semantic analysis, topic modeling, entity sentiment analysis.

06 - Deep Learning Introduction with Tensorflow: perceptron, multi-layer, convolutional neural networks, Docker and AWS deployment.

Subjects: Data Science

VIVADATA Reviews

Average Ratings (All Programs)

Overall
Curriculum
Job Support

5.0/5

(16 reviews)
    8/31/2020
  • Anonymous
  • Full-Stack Data Science
  • Graduated: 2020

Overall Score

Curriculum

Job Support

"Good Bootcamp on Machine Learning"

It's a very interesting bootcamp on Data Science, Machine Learning. During the last session from 22 June to 28 August 2020, we covered the fundamental of data analysis and exploration before going in the Machine Learning techniques. The days are divided... Read More

Comment
    3/17/2020
  • Nabil BEY-OMAR
  • Full-Stack Data Science
  • Graduated: 2020

Overall Score

Curriculum

Job Support

"Start your Data Science Journey with Vivadata"

I have found that school thanks to switchup.org. The formation is really good and I am happy to have followed their courses.
My advice would be to start the training with the Python basics.
In 10 weeks, we manage to have a global view of what is Data Science... Read More

Comment
    1/11/2020
  • Anonymous
  • Full-Stack Data Science
  • Graduated: 2019

Overall Score

Curriculum

Job Support

"c'etait une experience inoubliable machine learning , nlp..."

j'ai adore passer ces 10 semaines de cours intense ce que j'ai surtout adore c'est le cote challenge et pratique de ce qu'on t'enseigne.
j'ai surtout adores le fait de passer du temps avec de nouveaux amis et partager des connaissance de divers horizons... Read More

Comment
    1/6/2020
  • Xavier Ritsch
  • Full-Stack Data Science
  • Graduated: 2019

Overall Score

Curriculum

Job Support

"Data Science packed up 10 weeks - Highly recommend"

I have attend the Sept-Dec 2019 session of Vivadata bootcamp. Vivadata bootcamp is a 10 week program covering python programming, data collection, data analysis, machine learning (supervized and unsupervized), NLP, data engineering and deep learning.... Read More

Comment
    10/3/2019
  • Livia Fabre
  • Full-Stack Data Science
  • Graduated: 2018

Overall Score

Curriculum

Job Support

"Excellente formation, je recommande !"

J'ai suivi la formation à l'automne 2018. Je n'avais aucun background en informatique, ni même en math (je suis issue d'une formation littéraire), et j'ai réussi à suivre l'intégralité de la formation sans grosse difficulté. Les cours sont très structurés... Read More

Comment
    5/26/2019
  • Anonymous | Data analyst
  • Graduated: 2019

Overall Score

Curriculum

Job Support

"Good experience with great classmates"

This program has an amazing curriculum and community! I have never felt more driven to succeed. Both the students around you and the TA truly want you to be the best you can be! The curriculum as well is built after many cohorts of perfecting anything... Read More

Comment
    5/24/2019
  • Lou Vidal | Data Analyst
  • Full-Stack Data Science
  • Graduated: 2019

Overall Score

Curriculum

Job Support

"Great experience"

VIVADATA is one of the most all-inclusive boot camps out there. I've talked to others who've gone through similar programs and they didn't come out with the same level of experience.
The environment there was fantastic. Having real devs right upstairs... Read More

Comment
    5/23/2019
  • Mathis Cordier
  • Full-Stack Data Science
  • Graduated: 2018

Overall Score

Curriculum

Job Support

"Amazing !"

"I just completed the curriculum and I feel great about what Ive learned and what I can accomplish in the future. The TAs really care about your learning. They are supportive and easy-going, which makes all the difference when you experience bootcamp... Read More

Comment
    5/23/2019
  • Aboubacar Caron
  • Full-Stack Data Science
  • Graduated: 2018

Overall Score

Curriculum

Job Support

"I loved every minute of it"

I loved every minute of my time at VIVADATA, and a big part of it is because of the people. The program does an incredible job with selecting its applicants - these are folks who I am looking forward to staying in touch with for the rest of my life. Everyone... Read More

Comment
    5/23/2019
  • Yona Bonnet
  • Deep Learning (advanced)
  • Graduated: 2019

Overall Score

Curriculum

Job Support

"It helped me a lot !"

I had a great experience at VIVADATA. The instructors were really great, both in terms of teaching but also just being available, to help, answer questions, or just chat about the industry, career prospects/future, general tech trends, etc. I was working... Read More

Comment

VIVADATA's average rating is 5.0 out of 5.0 based on 16 review(s).

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