Course Highlight
150+ Hours of Intensive Personalized Hands On Training with live environment access thus providing you Best Data Science course in Mumbai. CloudLearn ERP has expert trainers will global experience in Data Science Training, Machine Learning, Deep learning, Natural Language Processing, Data Pre-processing, Data Analysis techniques, Natural Language Processing and artificial neural networks. These trainings are job oriented programs with strong focus on quality, practical’s, capstone project and 100% placement assistance thus offering you Best Data Science Training in Mumbai.
Few of the topics included are introduction to Python, Advanced Python, Python Libraries, R Programming, Getting started with analytics, application of Statistics and Probability with real time use cases, Triggering R, Data Types, Programming R, Data exploration and analysis techniques like Exploratory Data Analysis, Feature Engineering, Feature Selection, Data Visualization with Python using Matplotlib, Python Programming, Supervised and Unsupervised Machine Learning, Reinforcement Machine learning and Emphasis on Python hands on for Artificial Intelligence, Machine Learning, clustering/forecasting algorithms, Natural Language Processing and one capstone project where aspirant will work on entire Data Science Project end to end and solve a real life use case etc. Big Data, Data Science and Artificial Intelligence can help businesses in making better business decisions, understanding customers and delivering smarter services or products etc. In today’s data driven world, Data Science is an important tool to smartly deal with high volume enterprise data and thus armed with CloudLearn ERP Data Science Training in Mumbai, one is poised for exponential growth in Data Science, Data Analytics and Big Data domain. Major Topics in machine learning is as mentioned below
- Develop machine learning algorithms
- Logistic Regression
- Models using concepts of regression
- Classification
- Time series modelling
- Techniques of Machine Learning
- Data Pre-processing
- Classification – Improving the model with feature selection
- Decision Tree
- Random forest and Gradient Boosting Machines
- Support vector machines
- Challenges in ML
- Clustering
- Text Analytics
- Deploy data science models – real time
- Deep Learning using TensorFlow and PyTorch
- Introduction
to TensorFlow
- Activation
Functions
- Perceptrons
- Artificial
neural networks
- Gradient
Descent
- Optimization
and Regularization
- Introduction
to convolutional and recurrent neural networks
- Applications
– Image Processing, Video Analytics etc
- Deep Learning Models and Libraries. Learn from the Best Data Science Training Institute in Mumbai
