Data Science Using Python
Course Duration: 720Hrs
In this Data Science using Python Course, you will learn the essential concepts of Python programming and gain deep knowledge in data analytics, supervised, unsupervised and reinforcement learning concepts and modeling. Algorithms support vector machines, kernel SVM, naive Bayes, decision tree classifier, random forest classifier, logistic regression, K-nearest neighbours, K-means clustering and more.
- Introduction – Python - Data Structures – Lists, Tuples etc.
- Functions, Procedural Approach, Modules, File Handling
- Algorithms, Debugging & Bug Fixing
- Writing algorithms using data structures, control flow & functions
- Learning Project Development
- Machine Learning
- Supervised Learning
- Unsupervised Learning
- Dimensionality Reduction
- Phases of Machine Learning Project
- Machine Learning Ecosystem in Python
- Understanding End-to-End Small Machine Learning Project
- Pandas for Data Preprocessing & Cleanup
- Choosing machine learning algorithm for modeling
- Model Evaluation
- Trying different models & creating final ensemble model
- Doing End-to-End Machine Learning Project Demo
- Any graduates/ Post Graduates aspiring to be a data scientist or machine learning engineer.
- All working professionals who want to work in machine learning.
Ultramax Infonet provides rigorous technical and practical training on SAS . In addition to training it also conducts TNA’s which prepares students for GLOBAL Certification Exams. Training provided for Base and Advance SAS was fantastic for most of the modules.
It has been a great experience at Ultramax infonet for me, right from class room to placement.
I am immensely thankful to Ultramax infonet pune for providing SAS training program which helped me groom and prepare myself for the challenges in the industries. The Faculty and staff are all dedicated to student success and innovation. The flexible and professional environment for learning provides the opportunity to explore yourself
Google referred me to approach “Ultramax” and I was glad to connect with them on proper instruction my training for three modules Base, Advance SAS and Predictive Modeling were successfully completed on time. The staff is very kind and informative. Proper time for practicing was provided which helped in clearing our doubts. My experience can be rated as 4.8/5. Proper guidance. Good practice labs and sessions for doubt solving. Ultramax, did help we get a nice job
I wanted to learn Base, Advance SAS and Predictive Modeling. It was the best institute to learn and get trained from here. They provide with all best facilities, classrooms are very well maintained and equipped. Trainer for base and advance was very good. Concepts were very clear and trainers were also professional.Overall experience was very well. It provided by quite good opportunities for placement