Data science With Machine Learning

Data science

Our Data Science course is a robust Data program that touches statistics, machine learning, data visualization, and communication.

Data science process typically involves identifying the problem, collecting and cleaning the data, performing exploratory data analysis, building and testing models, and communicating the results. It’s a challenging field that requires a lot of hard work, but it can also be very rewarding. Millions of people are learning Data Science because companies are constantly looking for data scientists to help them make sense of their data and gain a competitive advantage.

In our Data Science course, you will learn how to build decision intelligence for businesses and organizations using data science techniques and tools.

You will work with data from various sources and be trained on how to use machine learning algorithms to make sense of data and be able to automate decision-making processes for growth and engagement.

Data science is the world’s most in-demand field due to the enormous data generated by modern processes and technologies.

This program teaches data science skills for overseas and local jobs with solid contents that align with overseas universities

What you will Gain from this course includes:

● Supportive And Innovative Teaching Environment

● Extra Support Session Weekly

● Practical Teaching From Resourceful And Internationally Trained Instructors

● Certification And Solid Project Portfolio

● Employability Skills

● Direct Mentorship, Internship placement and Career Coaching with Vacancies Newsletter For Job Seekers

● Course Content That Aligns With The Data Science Industry Internationally.

Technology Tools for this course:

● Python
● R
● Microsoft Power BI
● SQL

Course Outlines

Python And Application Programming

You Will Learn To Understand Decision Support Systems Using Data Insights. You Will Work Your Way Up From Learning To Code, And Application Development To Leveraging Data To Automate Decision-Making Processes Across Various Industries And Fully Understand The End-To-End Process Of It.

COURSE OUTLINE
Statistics for Data Science
Git and GitHub for Version Control
Data Types, Arithmetic Operations, Python Lists, and List Comprehension
Conditional Statements (If Else, Elif, For Loops and While Loops)
Python Function Basics to Advanced
Project Design
Building and Deploying your First Python Application
Working with Numpy
Working with Pandas 1 & 2
Data Quality Assessment, Cleaning, Transformation and Reduction 1 & 2
Exploratory Data Analysis (EDA)
Data Visualization
Reading Data from SQL Databases using Python
Data Science in Industries

Introduction to Machine Learning and Machine Learning Algorithms
Introduction to Deep Learning and Advances in Deep Learning
Machine Learning with Regression
Machine Learning with Classification
Time Series Modeling
Final Industry Project

R PROGRAMMING

You will learn the concepts of programming in R, data cleaning, data analysis, and building machine learning models for prediction using R language. You will solve real-life problems with R relevant to the workplace.

COURSE OUTLINE
Introduction to R and R Studio
Data Wrangling with R Part 1 & 2
Statistical and Exploratory Data Analysis in R
Introduction to Machine Learning
Machine Learning with Classification in R
Machine Learning with Regression in R
Practical Project using Machine Learning Regression in R
Practical Project using Machine Learning Classification in R
Practical Project using Machine Learning Clustering in R
R Final Industry Project

MICROSOFT POWER BI
Microsoft power bi training will equip you with powerful skills for visualizing data from various sources by aggregating them on a dashboard for data-driven insights. You will build a fully interactive business intelligence dashboard for a real-life use case.

COURSE OUTLINE
Introduction To Power BI For Decision Intelligence.
Data Preprocessing And Transformation In Power BI.
Introduction To Relationships And Model.
More On Data Preprocessing And Transformation.
Introduction To DAX, Measures And Calculated Columns.
Creating Stunning Visualizations And Dashboards.

SQL(Structured Query Language)
SQL is the language of databases. This course will equip you with practical skills in working with a popular database. You will learn how to query databases, extract data and transform data for further analysis.

COURSE OUTLINE
Introduction To Relational Database Management Systems
Creating SQL Database
Grouping And Summarizing Data With SQL
Using SQL To Select Data From More Than One Table
Joining SQL Tables
Managing SQL Tables
Using SQL Views
Using SQL Sub-Queries
Using SQL To Insert Data
Using SQL To Update Data
Using SQL To Delete Data
Using SQL Transactions

CLASS SCHEDULES
(Please Select Physical or Online Training)

Physical Training is Only Available in Lagos for now.

Our online training is also an excellent choice):
● Online Training: (Class Days Are: 8 Pm, Thursday – Saturday).
This Time Can Be Changed Based On Where Your Instructor Is Located, Which Will Be Matched To The Time Zone Of Where You Live. You Will Receive Further Information On This Before You Begin Your Program).

PROGRAM DURATION: 6 Months

OUR INSTRUCTORS ARE BASED AT THESE LOCATIONS:
● U.K (Instructors Only Teach Online Classes)
● U.S/CANADA (Instructors Only Teach Online Classes)
● CAMEROUN/SENEGAL (Instructors Only Teach Francophone Online Classes)

Note: This program will have instructors from a combination of or any of these locations. You will normally be expected to be taught by instructors from any of these locations based on where you live.