Advanced Certificate Course In Data Science With Placement
Data science is the process of extracting valuable insights from this data. Data science has become one of the most in-demand skills in recent years, as businesses increasingly rely on data to make decisions. A data scientist is someone who knows how to collect, analyze and interpret large amounts of data. They use their skills to find trends and patterns and to make predictions about future events.
Data science is a relatively new field, and it is constantly evolving. As such, there is no one-size-fits-all definition of what a data scientist does. However, there are some core skills that all data scientists should possess. These include: Strong analytical skills: Data scientists need to be able to analyze large amounts of data quickly and accurately. They must also be able to identify patterns and trends and make predictions about future events.
COURSE CONTENT
Introduction to Python
Basic Steps
NUMPY
Data Visualization
Pandas
Exceptions and Errors
Introduction to Artificial Intelligence and Machine Learning
Data Wrangling and Manipulation
Supervised Learning
Supervised Learning-Classification
Unsupervised learning
Machine Learning Pipeline Building
Decision Tree Analysis and Ensemble Learning
AI and Deep learning introduction
Artificial Neural Network
Deep Neural Network & Tools
Deep Neural Net optimization, tuning, interpretability
Convolutional Neural Net
Recurrent Neural Networks
Overfit and underfit
Transfer Learning
Working with Generative Adversarial Networks
Pytorch
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