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Statistics, Machine Learning, Deep Learning

Total Training hours – 40 hrs

Day – 1

  • Introduction to Statistics (4hrs)
  • Descriptive Statistics
  • Inferential Statistics

Day – 2

  • Introduction to Data Analytics using R (2hrs)
  • Syntax and semantics needed in R with respect to Data Analytics
  • Data Cleaning and Transformation in R
  • Introduction to Machine Learning (2hrs)
  • Understanding of Data
  • Analytics project Life cycle with steps to be followed for model building

Day – 3

  • Supervised Learning
  • Regression  o Linear Regression – theory and implementation (4hrs)

Day – 4

  • Logistic Regression – theory and implementation (4hrs)

Day – 5

  •  Classification o Decision Trees – theory and implementation(2hrs)
  • K Nearest Neighbour – theory and implementation (2hrs)

Day – 6

  • Understanding of Ensemble Techniques (Bagging, Boosting, Stacking)  (Random Forest, XGBoost – theory and implementation) (4hrs)

Day – 7

  • Support Vector Machines – theory and implementation (4hrs)

Day – 8

  • Unsupervised Learning(4hrs)
  • Clustering Technique
  • Hierarchical Clustering – theory and implementation
  • K-Means – theory and implementation

Day – 9

  • Deep Learning (4hrs)
  • Introduction to Tensor flow
  • Perceptron

Day – 10 ( Deep learning 4hrs )

  • Activation Functions
  • Neural Networks

Dreams Plus an Exin accredited organization for Training, Certification, Courseware in Chennai and in several other places with a professional EXIN certification.

To ensure a practical learning experience for our students, we conduct high-quality training using VMEdu’s online and classroom course material presented in multiple formats such as podcasts, video lecturers, simulated tests and mobile apps.

DreamsPlus an Peoplecert Accredited Organization for Training, Certification, Courseware in Chennai and several other places.

Leading training organisation with PearsonVUE test centre  facility. Our trained students and new students could use the testing facility to deliver more than 200+ It exams.. Pearson VUE — is  the global leader in computer-based testing.

Enjoy  your testing  and training  experience in one place.