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"Big Data Analytics with Apache Spark, Scala, Kafka and Python Machine Learning" is no longer available

1 Reviews

Madhapur, Hyderabad

Course ID: 44245

Madhapur, Hyderabad

1 Reviews

About the Course

This course has been designed help you learn Machine Learning's complex theory, algorithms and coding libraries in a simple way.


The course will dive deep into Introduction of Machine Learning, Application of Machine Learning, Machine Learning Introduction


Supervised & Unsupervised Learning, Regression & Classification Problems, Semi-Supervised & Reinforcement Learning


 


It covers following algorithms:


 


Data Preprocessing,Regression: Simple Linear Regression, Multiple Linear Regression, Polynomial Regression, SVR, Decision Tree Regression, Random Forest Regression,Classification: Logistic Regression, K-NN, SVM, Kernel SVM, Naive Bayes, Decision Tree Classification, Random Forest Classification, Clustering: K-Means, Hierarchical Clustering, Association Rule Learning: Apriori, Eclat, Reinforcement Learning: Upper Confidence Bound, Thompson Sampling, Natural Language Processing: Bag-of-words model and algorithms for NLP


Moreover, the course is packed with practical exercises which are based on real-life examples. So not only will you learn the theory, but you will also get some hands-on practice building your models.


 


The course also introduces you to Python; the language used to code the Machine Learning algorithms in this course.




  • What is Python? , Installing Anaconda, Understanding the Spyder Integrated Development Environment (IDE)




  • Python basics and string manipulation, lists, tuples, dictionaries, variables, Control Structure, Writing user-defined functions




  • Object-oriented programming, Data Structures & Data Manipulation in Python




 


Target audience:




  • Anyone interested in Machine Learning.




  • Students who have some knowledge of statistics and who want to start learning Machine Learning.




  • Any intermediate level audience who know the basics of machine learning, including the classical algorithms like linear regression or logistic regression, but who want to learn more about it and explore all the different fields of Machine Learning.




 


 


Additional resources:


 


- Access to learning portal with other learning resources, whitepapers, guides, use cases for free.


 


- Access to more than 20 base learning technologies worth Rs. 18000 free with this course.


 


- Free online course on Java Programming with this program.

Date and Time

Not decided yet.

About the Trainer

5 Avg Rating

3 Reviews

4 Students

7 Courses

Megha

BTech Oracle Certified Sun Certified

She is a senior consultant and trainer with more than 10 years of experience. She has been a senior practitioner and consultant on Databases, BigData, Data Science and has been involved with many assignments with large multinational companies. She has trainer more than 10000 students and corporate employees.

Her technology expertise is in Oracle, MySQL, Teradata, Hbase, Big Data Hadoop Ecosystem, Apache Spark, Scala, Kafka and Java.

Student Feedback

5.0

Average Rating

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Reviews

K

KRISHNA

I have had an opportunity to attend training on Big Data Full Stack along with Machine Learning, it was one of the best training's that i have attended till date, a very professional training Institute, with great content and coverage the best thing i liked was the Live Project and demos and a single faculty who handled the complete session.

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