DATA SCIENCE & MACHINE LEARNING

Become equipped with the knowledge and skills to extract valuable insights from complex datasets, apply cutting-edge algorithms, and make informed decisions. Dive into the world of data-driven discovery and unleash your potential to solve real-world problems through advanced statistical modeling and predictive analytics.

Tution Fee

Starting from: $200

[Study now, pay later student loan available]

Course length

5 Months

Bootcamp start date

August 31, 2024

100% online learning

With weekly live classes

Project-based learning

Build an impressive portfolio

 

Job assistance provided

Work with a career coach

DATA SCIENCE & MACHINE LEARNING

Become equipped with the knowledge and skills to extract valuable insights from complex datasets, apply cutting-edge algorithms, and make informed decisions. Dive into the world of data-driven discovery and unleash your potential to solve real-world problems through advanced statistical modeling and predictive analytics.

 

Tuition Fee

Starting from: $200

[Study now, pay later student loan available]

Course length

5 Months

Bootcamp start date

August 31, 2024

100% online learning

With weekly live classes

Project-based learning

Build an impressive portfolio

 

Job assistance provided

Work with a career coach

WHAT YOU’LL
LEARN

01

The foundations of data science, including data manipulation, cleaning, and visualization techniques.

02

Statistical analysis and exploratory data analysis to extract meaningful insights from diverse datasets.

03

Supervised learning algorithms such as linear regression, decision trees, and support vector machines for predictive modeling

04

Unsupervised learning techniques like clustering and dimensionality reduction to uncover patterns and structure within data.

05

Apply various data science skills, techniques, and tools to complete a project and publish a report

06

Be able to create Machine Learning algorithms in Python, using NumPy, statsmodels and scikit-learn

WHY IBT learning

From our best-in-class instructors to our guaranteed global placement, IBT Learning Africa stands out from the competition. We are not just another online school, we are an outcome-oriented boot camp.

World-Class
Instructors

We take pride in the quality of highly sought-after instructors at IBT Learning. Our up-to-date curriculum is designed and taught by the best-in-class IT professionals.

Guaranteed
Internships

Get placed - or get a refund. IBT Learning partners with companies to offer straightforward internships, and enable job seekers to gain industry experience

Affordable Tech
Education

We strive to keep our pricing affordable, competitive, and packed with lots of perks. Offer yourself a world-class job-oriented education without breaking the bank. Launch your career with IBT Learning Africa

course CURRICULUM

Week 1: Introduction to Data Science

1: Introduction to Data Science: Definition, Roles, and Skill sets 
2: Introduction to various Data Science Tools: Python, R, SQL, Jupyter Notebooks, etc.
3: Installation and Setup of Tools
4: Introduction to Python Programming: Variables, Types, Lists, and Dictionaries

Week 2: Python for Data Science

1. Python Conditional and Looping Structures
2. Python Functions, Modules, and Libraries

3. Introduction to NumPy 

Week 3: Python Libraries for Data Science

1. Introduction to Pandas: Series and DataFrames
2. Data Cleaning and Preparation with Pandas

Week 4: Exploratory Data Analysis (EDA)

1. Descriptive Statistics and Visualizations with Matplotlib and Seaborn
2. EDA Case Study 

Week 5: Statistics for Data Science

1. Correlation and Regression Analysis
2. Introduction to Bayesian Statistics 

Week 6: Introduction to Machine Learning

1. Supervised Learning: Linear Regression
2. Supervised Learning: Logistic Regression
3. Introduction to Classification: k-NN, Decision Trees 

Week 7: Machine Learning (Continued)

1. Unsupervised Learning: Clustering, k-Means, Hierarchical
2. Unsupervised Learning: Dimension Reduction, PCA
3. Model Evaluation and Validation: Confusion Matrix, ROC Curve, Cross-Validation (2 hours)

Week 8: Advanced Topics in Machine Learning

1. Ensemble Methods: Random Forests, Bagging, Boosting
2. Support Vector Machines 
3. Introduction to Neural Networks 

Week 9: Natural Language Processing & Time Series Analysis

1. Introduction to Natural Language Processing
2. Introduction to Large Language Models (LLMs) 

Week 10: Convolution Neural Networks & Recurrent Neural Networks

1. Introduction to Convolution Neural Networks (CNN)
2. Introduction to Recurrent Neural Networks (RNN) 

Week 11: Big Data Tools

1. Introduction to Hadoop, Spark
2. Introduction to Visualisation: Tableau and Power BI 

Week 12: Capstone Project

1. End-to-end Data Science Project Walkthrough (6 hours)

Career Services

We prepare you for real-world interviews by providing one-on-one career coaching, mock interviews, and resume/LinkedIn editing.

You will work with senior Data Scientists/analysts who make hiring decisions.

WHY BECOME A DATA SCIENTIST

Thriving Job Market

Data science is in high demand across industries, with a shortage of skilled professionals. As organizations increasingly rely on data-driven insights, the job market offers abundant opportunities for data scientists, ensuring excellent career prospects and job security.

Competitive Salaries

Data scientists are highly valued for their expertise, and this is reflected in competitive salary packages. Data science professionals often enjoy above-average salaries, along with additional benefits and opportunities for career growth, making it a financially rewarding field.

Versatile Skill Set

Data science encompasses a wide range of skills, including statistics, programming, machine learning, and data visualization. By acquiring these skills, you develop a versatile toolkit that can be applied across industries and domains, opening doors to diverse career paths and the ability to work on fascinating projects.

Entry-level friendly

Data Science is entry-level friendly unless some other areas of tech that are not particularly easy to break in for people without tech background

Our Talents Work Here
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unicard_ltd_logo
onecall
ibm
Fourth

IBT grads have achieved life-changing growth. You can too.

95%

of graduates get matched with companies as interns in 4-8 weeks

8%

of our graduates accept regular offers the first 4-6 weeks after graduating

4%

Find employment before graduating

Our talentstories

We connect learners with peers and experts from around the world, facilitating networking and collaboration opportunities.

The program will provide you with a great opportunity to switch from any work background to the data science industry. The lectures were practical and hands-on, with real-life data to work on

Paul Adeyanju Data Scientist, Fourth

"Enrolling in this course proved career-defining, offering invaluable knowledge and a guaranteed internship. It set me on a path to success, delivering everything promised—free certification, ongoing learning, and the ability to pass my sec+ on the first try."

Solomon Awuku Cybersecurity Intern

Upon completing the class, I felt confident and prepared to embark on a career in cybersecurity. The skills and knowledge I acquired have already proven invaluable, as I find myself better equipped to tackle real-world challenges and contribute to the protection of digital assets.

Raymond A. CYBERSECURITY ANALYST BLUE CROSS

"IBT Learning is an outstanding tech school, with experienced teachers. Graduates gain hands-on experience with management tools such as Git, Maven, Nexus, SonarQube, Ansible, Docker for microservices, Kubernetes for container orchestration, and Terraform for Infras as Code"

Landric N DevOps Engineer, Transportation Insight

FLEXIBLE TUITION OPTIONS

We offer flexible payment options tailored to your needs. Start your journey towards success in tech with the convenience of our adaptable payment plans.

Upfront Payment

Pay upfront and save on total cost

$430

Start Date: August 31, 2024

Study Now. Pay Later.

Only available for Nigerians. Finance your studies with a flexible student loan – study now, spread your repayment across 12 months even after program completion. 

$430 Loan

%21 Interest rate | 12 monthly installments

Start Date: August 31, 2024

3X Monthly Payment

Enjoy our course with ease – split your payment into 3x monthly installments!

$174 per month | $520 total

Start Date: August 31, 2024

Upfront Payment

Secure your spot today with upfront payment

$200

Start Date: August 31, 2024

Study Now. Pay Later.

Only available for Nigerians. Finance your studies with a flexible student loan – study now, spread your repayment across 12 months even after program completion. 

$200 Loan

%21 Interest rate | 12 monthly installments

Start Date: August 31, 2024

3x Monthly Payment

Enjoy our course with ease – split your payment into 3x monthly installments!

$80 per month | $240 total

Start Date: August 31, 2024

KICK START YOUR
CAREER IN 3
EASY STEPS

ENROLL IN A
PROGRAM

Enroll in a program of your choice

PAY APPROPRIATE PROGRAM FEE

Complete a test to determine whether you will be accepted into the program.

START YOUR LEARNING JOURNEY

Welcome to IBT, your learning journey begins, the first step into a career change

preview class
recordings

Linus
Fundamentals

HashiCorp
Terraform

Linus
Fundamentals

YOUR QUESTIONS, ANSWERED

What are the prerequisites to take this course

The course is designed for individuals without a background in tech. Familiarity with Excel is recommended but not mandatory.

Will I receive a certificate upon completion of the course?

Yes, upon successful completion of the course, you will receive a certificate from IBT showcasing your proficiency in data science and machine learning concepts.

Does IBT Learning offer Job Assistance upon completion?

Yes, we do. We have specialist job coaches that will guide you after completing this program. You will get interview requests landing in your email from companies looking to employ your skills. We work with premium head hunting agencies and their premium end clients looking to hire top talents.

 

What kind of Job assistance does IBT Learning offer

We match you with one-on-one mentors and coaches that will guide you and get you prepared for the job market. After we help you land your dream job, we provide on-the-job support for up to one year, helping you every step of the way. We help you brand yourself as a competent Data scientist and also connect you to opportunities on our own job placement platform: www.rekroot.me

Is this course suitable for beginners in data science?

Yes, this course caters to both beginners and individuals with some prior knowledge of data science. The curriculum covers fundamental concepts and gradually progresses to more advanced topics to ensure a comprehensive learning experience.

Can I access the course materials after the course has ended?

Yes, you will have access to the course materials even after the course completion. You can refer back to the content, lecture recordings, and resources at your convenience.

Will there be hands-on projects in the course?

Absolutely! The course emphasizes practical learning, and you will have the opportunity to work on hands-on projects that apply data science and machine learning techniques to real-world scenarios.