Course Structure

92 Lesson
0 Quizes

Time

Life-Time Access

Level

beginner

Investment

4,850.00 LKR

SPECIAL DISCOUNT

Enroll in the course before midnight on January 31st, 2025, and enjoy an exclusive 50% discount Rs.9,700 Rs.4,850

 

Welcome to the best Machine Learning and Data Science with Python course in the planet. Are you ready to start your journey to becoming a Data Scientist?

In this comprehensive course, you’ll begin your journey with installation and learning the basics of Python. Once you are ready, the introduction to Machine Learning section will give you an overview of what Machine Learning is all about, covering all the nitty gritty details before landing on your very first algorithm. You'll learn a variety of supervised and unsupervised machine learning algorithms, ranging from linear regression to the famous boosting algorithms. You’ll also learn text classification using Natural Language processing where you’ll deal with an interesting problem.

Data science has been recognized as one of the best jobs in the world and it’s on fire right now. Not only it has a very good earning potential, but also it facilitates the freedom to work with top companies globally. Data scientists also gets the opportunity to deal with interesting problems, while being invaluable to the organization and enjoy the satisfaction of transforming the way how businesses make decisions. Machine learning and data science is one of the fastest growing and most in demand skills globally and the demand is growing rapidly. Parallel to that, Python is the easiest and most used programming language right now and that’s the first language choice when it comes to the machine learning. So, there is no better time to learn machine learning using python than today.

I designed this course keeping the beginners and those who with some programming experience in mind. You may be coming from the Finance, Marketing, Engineering, Medical or even a fresher, as long as you have the passion to learn, this course will be your first step to become a Data Scientist.

I have 20 hours of best quality video contents. There are over 90 HD video lectures each ranging from 5 to 20 minutes on average. I’ve included Quizzes to test your knowledge after each topic to ensure you only leave the chapter after gaining the full knowledge. Not only that, I’ve given you many exercises to practice what you learn and solution to the exercise videos to compare the results. I’ve included all the exercise notebooks, solution notebooks, data files and any other information in the resource folder.

 

Requirements

* We have included a Python training kit for beginners, so, NO programming knowledge is required.

* There is NO prerequisite knowledge of Machine Learning or Data Science. Everything will be taught to you from the ground up.

* You should have a computer/tablet and time to learn.. That's all.

 

What you will learn?

* Understand Python programming concepts: Variables, lists, tuples, sets and Dictionaries.

* Comfortably deal with Python programming concepts: If statements, loops, custom functions, built-in functions, comprehensions, lambda functions and more..

* Comfortably create, evaluate and improve the performance of famous machine learning models with the help of Python

* Identify the most suitable machine learning algorithm to practically deal with the problem you are solving.

* Be comfortable with the theoretical elements of each machine learning model.

* Broad understanding of each machine learning concepts and their practice implementation with Python programming language.

* Be comfortable with Exploratory data analysis.

* Distinguish the different algorithms and capable of selecting the best.

* Parameter tuning and model improvements.

* Be comfortable dealing with Outliers, Missing Values, Feature Scaling, Imbalanced data and feature selection.

* Understand the idea behind the boosting techniques and how to implement them effectively.

* Be a pro who can deal with machine learning algorithms by your own.

 

Why should you choose this course over the other courses?

* I cover all the important machine learning concepts in this course and beyond.

* When it comes to machine learning, learning theory is the key to understanding the concepts well. We’ve given the equal importance to the theory section which most of the other courses don’t.

* We’ve used the graphical tools and the best possible animations to explain the concepts which we believe to be a key factor that would make you enjoy the course.

* Most importantly, I’ve a dedicated section covering all the practical issues you’d face when solving machine learning problems. This is something that other courses tend to ignore.

* I’ve set the course price to the lowest possible amount so that anyone can afford the course.

 

Who this course is for:

* Anyone who is curious about data science.

* Anyone who wants to properly understand and learn both theoretical and practice aspects of Machine learning.

* Those who expect quizzes and practices to improve their skills while learning machine learning.

* If you are someone who expects the real world challenges in the journey of machine learning.

* You know machine learning but you prefer to improve both theoretical and practical aspect of it.

 

For More Information & Technical Support

• Hotline: 075 6 700 700  

• WhatsApp Messages: 075 954 1398 / 075 987 3655

• Email: support@elearning.lk 

 

Special Announcements

* Please review the free lessons we have provided before purchasing the full course.

* When making payments through the eLearning.lk website, you can choose to pay in two installments. However, please note that if you pay via Bank Deposit, the full course fee must be paid upfront.

* If you wish to withdraw from the course after purchasing, and request a refund, you must notify us within 24 hours of your purchase.

* eLearning.lk uses advanced testing methods to track all records, including the dates, times, and number of sessions you have watched. Your engagement with the course will be monitored.

* Once you purchase the course, you can watch the lessons as many times as you like, for as long as you want.

* Certificate of Participation: After completing all the lessons, you will be eligible to receive a Digital Certificate of Participation.

* Digital Badge: Upon completing the practical exam in the final lesson, you will receive a Digital Badge. 

Meet Your Instructor

Jifry Issadeen

I am a CIMA-qualified professional (ACMA, CGMA) with over 14 years of experience in accounting and data analysis. Currently, I share my knowledge with a global audience through Udemy courses. Driven by my deep passion for data science and data analysis, I decided to venture into the exciting world of data science. Throughout my career, I have honed a strong skill set in analyzing data and aim to leverage my expertise in both teaching and data science to help others master this field. I am also the founder of Jobees Business Academy, a company dedicated to providing high-quality Practical Accounting training and IT Services. My mission is to empower individuals and businesses to harness the power of IT and data effectively and prepare individuals to face the real-world work environment.

Lessons

Introduction of Python

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Python Installation

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Access Jupyter Notebook files with Jupyter Notebook

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Jupyter Notebook - Walk through Tutorial

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