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Big Data + Data Sciences Training with Machine Learning


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Price: 70,000
3 Months
0 Lessons

BD + DS Training

Big Data + Data Sciences with Machine Learning (Complete Course)

Data Science is a new field that is just shaping up; hence all the confusion around what it really is. It is also a hybrid field that requires multiple skills and training. We felt that professionals thinking of getting into Data Science needed a primer in what this field is all about. Hence, we came up with this course. This is the most comprehensive Data Sciences and Machine Learning course will enable course participants to use NumPy, Pandas, Seaborn , Matplotlib , Plotly , Scikit-Learn , Machine Learning, Tensorflow etc.

Course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations, and use powerful machine learning algorithms, course is designed for both beginners and experienced developers looking to make the jump to Data Science world. (online classes available) 



What I will learn ?

  1. Use Python for Data Science and Machine Learning
  2. Implement Machine Learning Algorithms
  3. Learn to use NumPy for Numerical Data
  4. Learn to use Pandas for Data Analysis
  5. Learn to use Matplotlib for Python Plotting
  6. Learn to use Seaborn for statistical plots
  7. Use Plotly for interactive dynamic visualizations
  8. Use SciKit-Learn for Machine Learning Tasks
  9. K-Means Clustering, Logistic Regression
  10. Linear Regression, Random Forest and Decision Trees
  11. Natural Language Processing(NLP) and Spam Filters
  12. Neural Networks, Support Vector Machines
  13. Final Project (Titanic DataSet)

Course Topics [ Comprehensive 4 Modules Course with Projects ]

Module-01 Data Sciences & Machine Learning Introduction

  • Introduction to Data Sciences & Machine Learning
  • Environment Set-Up
  • Jupyter Overview
  • Python Programming
  • Python 1st Project

Module-02 Data Analysis and Data Visualization using Python

  • Python for Data Analysis – NumPy
  • Data Analysis – Pandas
  • Data Analysis – Pandas Exercises
  • Data Visualization – Matplotlib
  • Data Visualization – Seaborn
  • Data Visualization – Pandas Built-in D
  • Data Visualization – Pandas Built-in Data Visualization
  • Data Visualization – Plotly and Cufflinks
  • Data Visualization – Geographical Plotting

Module-03 Machine Learning

  • Introduction to Machine Learning
  • Linear Regression
  • Cross-Validation and Bias-Variance Trade-Off
  • Logistic Regression
  • K Nearest Neighbors
  • Decision Trees and Random Forests
  • Support Vector Machines
  • K Means Clustering
  • Principal Component Analysis
  • Recommender Systems
  • Natural Language Processing
  • Neural Nets and Deep Learning

Module-04 Learning MongoDB  

  • Introduction to MongoDB
  • Design MongoDB database from start to finish
  • Differentiate between RDBMS and NoSQL databases
  • Spot key features and advantages of NoSQL database MongoDB over RDBMS databases
  • Installing MongoDB
  • Working on pyMongo
  • MongoDB Learn performing CRUD Operations

Module-05  Data Science Implementation Projects

  • Data Capstone Projects Overview
  • Finance Data Project Overview
  • Titanic DataSet Project Overview

Who should attend?

  • Senior Executives & Consultant drive key transformation projects for organization
  • Industry Professionals willing to develop a career in Big Data Sciences
  • IT Manager / Business Analyst / Data Analyst/ Data Scientist / Database Admin
  • Programmers / Software Developer / Anyone willing to start a career in Data Sciences

Educational approach

  • Lecture sessions are illustrated with case studies, practical questions, and examples
  • Practical exercises include Machine Learning, Data Visualization examples, and discussions
  • Install and Configure your Big Data, Machine Learning platform using industry famous tools
  • Project-based learning

International Student Fee : 600$


🎥 Your FREE eLEARNING Courses (Click Here)


Big Data Analyst /Data Scientist / Big Data Professionals Job Market


Job Interview Questions 

Flexible Class Options

  • Evening Classes | Corporate Group Workshops | Fast Track Class Available
  • Week End Classes For Professionals  SAT | SUN

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KEY FEATURES

Flexible Classes Schedule

Online Classes for out of city / country students

Unlimited Learning - FREE Workshops

FREE Practice Exam

Internships Available

Free Course Recordings Videos

Register Now

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Big Data & Data Sciences with Machine Learning Complete Course
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