Best Data Science Course in Mumbai
What is data science? Data science is the process of extracting knowledge from data. It involves the use of scientific methods, algorithms, and tools to collect, process, and analyze data. Data science can be used to find trends and patterns, make predictions, and take actionable insights from data. Data science is a multidisciplinary field that combines statistics, computer science, and domain expertise to solve problems with data.
Data scientists use their skills in programming, mathematics, and statistics to wrangle data, build models, and make insights. The goal of data science is to turn data into insights and actionable plans. Data scientists work with businesses to help them make better decisions, drive growth, and improve operations. They use their skills in statistics, computer science, and domain expertise to understand problems and find solutions.
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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