S T E P S
T E C H N O L O G Y

Data Science and Machine Learning

Data Science and Machine Learning are latest technology and fastest growing forward to Automation in IT Industry.

Data Scinece

  • Using Databases with Python
  • Object Oriented Python
  • Data Models
  • Relational SQL Databases
  • Visualisation
  • Introduction to NumPy, Pandas and Matplotlib etc.
  • Data Manipulation

Machine Learning

  • Introduction to Machine Learning with Python
  • Supervised Learning - I
  • Dimensionality Reduction
  • Supervised Learning - II
  • Unsupervised Learning
  • Define Data Science
  • Data Science Fundamentals
  • Data Extraction
  • Wrangling
  • Visualization
  • Data Analysis Pipeline What is Data Extraction Types of Data
  • Raw and Processed Data
  • Exploratory Data
  • Analysis Visualization of Data
  • Explore Algorithms like:
  • Regression,
  • Clustering,
  • Decision Tree,
  • Random forest,
  • Naive Bayes,
  • Elements of machine learning algorithm like:
  • Parameters,
  • Hyper parameters,
  • Loss function,
  • Optimization
  • Association Rules Mining and Recommendation Systems
  • Reinforcement Learning
  • Time Series Analysis
  • Model Selection and Boosting
  • Supervised Learning - I - Project for your profile
  • Unsupervised Learning - II - Project for your profile

Our Work Process

Simple & clean work process

01

Frame the Problem

To take a trivial example, which idea of ever undertakes.

02

Collect the Data

Best every pleasure is too welcomed every pain avoided.

03

Process the Data

Have to be repudiated annoyances accepted the wise.