Syllabus of Machine Learning Training in Gurgaon

1. Machine Learning Training in Gurgaon

2. What is Machine Learning? Machine Learning can simply be interpreted as the field of Computer Science that delivers systems with the ability to learn without being explicitly programmed. It is an application of Artificial Intelligence (AI) that focuses on the development of computer programs that can access data and precisely learn different concepts all by themselves. Simply put, Machine learning is the subset of Artificial Intelligence, abbreviated as AI, which deals with algorithms and systems which have the ability to learn and improve their functionality from their experience. This is an automatic process, which often does not require additional programming from the coder.

3. 1 Syllabus of Machine Learning Training in Gurgaon Introduction to Machine Learning: Need of Machine Learning Introduction to Machine Learning Types of Machine Learning, such as supervised, unsupervised, and reinforcement learning, Machine Learning with Python, and the applications of Machine Learning

4. 2 Supervised Learning: Regression Simple linear regression Multiple linear regression Assessing performance Ridge Regression Features selection and lasso Nearest neighbors and kernel regression Classification Decision Trees and CART Support Vector Machines(SVM) Naive Bayes Project work – Cancer Detection, Fraud Analysis, Spam Filter creation

5. 3 Unsupervised Learning: Clustering Overview Types of Clustering Types of Clustering Algorithms K Means Clustering Hierarchical Clustering Difference between K Means and Hierarchical clustering Applications of Clustering Project Work: Social Media Analysis with Clustering

6. 4 Reinforcement Learning: Markov Decision Monte Carlo Prediction Case Study (next best offer, dynamic pricing)

7. 5 Natural Language Processing and Text Mining: Introduction to Natural Language Processing (NLP) Introduction to text mining Importance and applications of text mining How NLP works with text mining Writing and reading to word files Language Toolkit (NLTK) environment Text mining: Its cleaning, pre-processing, and text classification

8. 6 Deep Learning: Introduction to Neural Networks Convolutional Neural Networks -Industry Applications Neural Networks - Assignment Recurrent Neural Networks Neural Networks Project - Gesture Recognition Tools Covered

9. 7 Time Series Analysis: What is the time series? Its techniques and applications Time series components Moving average, smoothing techniques, and exponential smoothing Univariate time series models Multivariate time series analysis ARIMA model and time series in Python Sentiment analysis in Python (Twitter sentiment analysis) and text analysis

10. Machine Learning Course in Gurgaon will help you be a master in the concepts and techniques of Machine Learning with Python, which include ML algorithms, supervised and unsupervised learning, probability, statistics, decision tree, random forest, linear and logistic regression, etc., through real-world hands-on projects. Get the best Machine Learning Training in Gurgaon from top Machine Learning experts.

11. Aptron Gurgaon Address: B-19, OLD DLF COLONY Gurgaon, Gurgaon 122001 Phone: +91-729-181-2999 Email: info@aptrongurgaon.in Website: http://aptrongurgaon.in/best-machine-learning-training-in-gurgaon.html