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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