Advanced Data Science Course with DSI Certificate

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Advanced Data Science Course

In the Advanced Data Science Course, you'll delve deeper into the complexities of machine learning, exploring advanced algorithms and techniques beyond the basics. Master sophisticated models like Gradient Boosting, Random Forests, Support Vector Machines (SVMs), and Neural Networks. Gain expertise in hyperparameter tuning, model optimization, and ensemble learning to boost predictive performance..

All courses live

In the Academy or online

Your benefits at a glance

  • Lots of practice and immediately applicable knowledge for your projects

  • Certificate for active participation

  • Small groups with max. 8 participants

  • Your trainers are experts with years of teaching and industry experience

  • Comprehensive learning materials

  • Compact, lively, and sustainable

What do you learn
  • Master Advanced Machine Learning Concepts
  • Implement Cutting-Edge Machine Learning Techniques
  • Advanced Data Preparation & Feature Engineering
  • Optimize & Deploy Machine Learning Models
  • Interpret & Communicate Model Insights

Content

The course covers a selection of the following topics:

  • Advanced Types of Machine Learning
  • The machine learning process (for supervised learning)
  • Linear and logistic regression
  • Preparation of data
  • Visualization of data
  • Decision trees, random forests, gradient boosted trees
  • Designing a training process
  • Finding errors (What to do if the training does not converge?)
  • Unsupervised Learning

Prerequisite

This course is designed for people who already have a basic knowledge of Python. You should be familiar with basic data types and control structures and be able to write simple programs so that you can focus on data science techniques.

Description
  • 6-day online course
  • In-person event at One Coding Academy
  • 12-week structured Data Sciences learning program

Certificate

Of course, as a participant in this course, you will receive a DSI Professionalcertificate. The prerequisite for this is complete participation in all course units and programming tasks.

YOUR TRAINERS

The Advanced DataScience AI and ML course is conducted by one of the following trainers:

Dr. Arvind Khanna
Dr. Arvind Khanna

Expert: Machine Learning, Deep Learning, NLP, Python, TensorFlow, PyTorch, Data Visualization

Dr. Ishaan Verma
Dr. Ishaan Verma

Expert: AI Algorithms, Computer Vision, Reinforcement Learning, R Programming, Big Data Analytics

Dr. Anirudh Rao
Dr.Anirudh Rao

Expert: Big Data, Hadoop, Spark, SQL, Power BI, Data Warehousing

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