Data Science

Available 365 days

Price

$ 49.99 ~~$ 99.99~~ Buy now

About Course

Welcome you to Geekium's Data Science Program ! This class will teach you the basics of data science such as about big data, deep learning, machine learning, neural networks, data warehousing. You will also learn about data science lifecycle, tools and technologies used in data science and more.

Towards the end, you will be given a case-study that you can use to put the ideas and skills you have learned throughout the program.

At the end you'll have a good understanding of data science and will be able to make a much more informed decision about whether you would love to go the Data Science Way.

Course content

What is Data Science Start

History of Data Science Start

Big Data Start

Machine Learning Start

Deep Learning Start

NLP Start

Data Mining Start

Neural Networks Start

Data Analytics Start

Data Visualization Start

Data Warehouse Start

Data Wrangling Start

Descriptive Analytics Start

Predictive Analytics Start

Prescriptive Analytics Start

How data science is integrated with various disciplines Start

Business Understanding Phase Start

Data Collection Start

Data Preparation Stage Start

Exploratory Data Analysis Start

Model Building Start

Model Evaluation Start

Model Deployment Start

Model Maintenance Start

Communication and Reporting Start

Conclusion and Deployment Start

Tools and Technologies used in Data Science Start

Integrating Data Pipelines with Cloud Services Start

Machine Learning Operations on the Cloud Start

Server less Computing and its advantages Start

Importance of Data Privacy Start

Ethical Concerns in Data Collection and Usage Start

GDPR CCPA and Other Key Regulations Start

Bias and Fairness in Machine Learning Models Start

Job Roles in Data Science Start

Skills required to succeed in Data Science Start

Future Trends in Data Science Start

Application of Data Science in Agriculture Sector Start

Application of Data Science in Automotive Industry Start

Application of Data Science in Healthcare Start

Application of Data Science in Human Resources Domain Start

Application of Data Science in Manufacturing Industry Start

Data Science Applications Start

Ai Powered Credit Scoring Start

Automated Medical Diagnosis Start

Automated Speech Recognition Start

Customer Churn Prediction Start

Intelligent Recommender Systems Start

Real-time Traffic Prediction and Optimization Start

Advanced Persistent Threat ( APT ) Detection Start

Automated Threat Intelligence Analysis Start

Automated Vulnerability Assessment Start

Fraud Detection in Financial Transactions Start

Network Intrusion Detection Start

Phishing Attack Detection Start

Real Time Analysis of Security Logs Start

Secure Password Strength Analysis Start

User Behavior Analytics for Insider Threat Detection Start

Autonomous Drone Navigation and Collision Avoidance Start

Disaster Response and Recovery Start

Infrastructure Inspection and Maintenance Start

Mapping and Surveying Start

Optimizing Drone Flight Paths Start

Real Time Monitoring and Analysis of Agricultural Fields Start

Enhancing User Experience in Metaverse Start

Virtual Events Optimization in Metaverse Start

Enhancing Social Interactions in the Metaverse Start

Personalized Shopping Experience in Metaverse Start

Real-time Decision Making in Virtual Economies Start

Virtual Real Estate Valuation in Metaverse Start

Automated Content Generation Start

Automated Email Filtering and Categorization Start

Automated Resume Screening Start

Chatbot Development for Customer Service Start

Language Translation and Localization Start

Sentiment Analysis for Customer Feedback Start

Topic Modeling for News Articles Start

Optimization of Supply Chain with Quantum Computing Start

Quantum Computing for Real-Time Fraud Detection Start

Quantum Cryptography for Secure Data Transmission Start

Quantum Machine Learning for Drug Discovery Start

Quantum Enhanced Optimization for Supply Chain Start

Conclusion Start

Data Science Career Decision Making Questionnaire Start

Evaluating a Career as a Startup CEO in the Data Science Domain Start

DataWise Start

DataScience Mythbuster Start

Share your feedback Start

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Course Instructor

Greetings, fellow tech enthusiasts!

Hi there! I'm Geekium, the author behind a unique collection of micro degree programs designed to guide you through the ever-evolving world of technology. Think of me as your friendly mentor who loves to break down complex tech concepts into easy-to-understand, bite-sized pieces.

I offer a variety of self-paced programs, each crafted to help you explore different emerging technologies. Whether you're curious about AI, fascinated by VR and AR, or eager to dive into clean energy tech, my courses are here to help you find the right path. Just like tasting various flavors of ice cream before picking your favorite, my goal is to help you sample different tech fields to discover what excites you the most.

I understand the challenges of navigating the tech landscape, which is why my programs are designed to save you time, effort, and money while providing a clear career path. With Geekium, you're not just learning—you're building a future in tech that's tailored to your interests and strengths. Let's embark on this exciting journey together and unlock your potential in the world of technology!

Data Science

About Course

Geekium Geek

Course Instructor