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This repository contains the data analytics lessons I took from the clarusway bootcamp between 5 Jan - 4 Aug 2022 and includes 48 sessions, 10 labs, 12 assignments, 12 weekly agendas, and 5 projects.

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Clarusway Data Analytics

📣 About this Data Analytics Course

Our Data Analytics Course is designed to teach you how to derive insightful knowledge from raw data to deliver measurable and tangible results to a variety of business stakeholders. This Data Analytics Bootcamp focuses on the practical technical knowledge required to analyze and solve data problems meticulously and quickly.

The Data Analytics Course will teach you the data skills in high-demand by top employers. Learn Python and the statistics you need to be successful. By the end of data analytic training, you will have a portfolio demonstrating your ability to solve complex data problems. After graduating, you will be ready to join a large or small firm or become a freelance data analyst.

You will receive personalized support as you develop the skills needed to be qualified for the highest-paying jobs in the data field. Get prepared for data analytics certifications with us! In addition to career support, we review your profile and portfolio to ensure you’re ready to land a data-driven career.

This data analytics course is a 13-week program that includes more than 180+ hours of in-class sessions and a bonus package of 54+ hours of Career Management Services (CMS). Our specialty CMS activities for the Data Analytics program include sessions on life coaching, resume building, Linkedin training, and interview preparation support.

In addition to the curriculum, you will have the opportunity to practice what you have learned with 42 hands-on activities + 6 projects + an in-depth capstone project at the end of the course. We provide the most intensive training in the IT bootcamp market to fully prepare our students for succesful careers!

📂 Course Structures

There are 5 Certificates in this Data Analytics Career Path:

Topics Covered: Numpy, Pandas

This certificate is given to students who successfully completed the Clarusway Data Analysis with Python Course in the Data Analytics Module after 36 hours of intensive work. During the course, the student completed 2 assignments and one project. They completed 50+ hours of pre-class and post-class activities. During this course, students used many tools and methods such as: Clarusway LMS (Learning Management System), Mentoring (Group & 1on1), LABs, Workshops, Teamworks, Kahoot, Flipgrid, Gamification, Peardeck, Zoom, Slack, etc. as well as the skills specified in the certificate.

Topics Covered: Matplotlib, Seaborn, Plotly

This certificate is given to students who successfully completed the Clarusway Data Visualization with Python Course in the Data Analytics Module after 20 hours of intensive work. During the course, the student completed 2 assignments and one project. They completed 50+ hours of pre-class and post-class activities. During this course, students used many tools and methods such as: Clarusway LMS (Learning Management System), Mentoring (Group & 1on1), LABs, Workshops, Teamworks, Kahoot, Flipgrid, Peardeck, Zoom, Slack, etc. as well as the skills specified in the certificate.

Topics Covered: Fundamentals of the Relational Database, Data Definition Language (DDL), Data Manipulation Language (DML), Functions, Joins & View, Advanced Grouping Operations, Set Operators, CASE Expression, Subqueries and CTE's, Window Functions, Indexes, DB Connection with Python, SQL Programming Basics.

This certificate is given to students who successfully completed Clarusway Data Analysis with SQL Course in the Clarusway Data Science Bootcamp after 27 hours live in-class of intensive work. They also successfully completed many challenging code hands-ons, 2 assignments, and a project. They completed 50+ hours of pre-class & post-class activities. During this course, students used many tools and methods such as: Clarusway LMS (Learning Management System), Mentoring (Group & 1on1), LABs, Workshops, Teamworks, Kahoot, Flipgrid, Peardeck, Zoom, Slack, etc. as well as the skills specified in the certificate.

Topics Covered: Data Types & Patterns & Graphs, Central Tendency & Dispersion, Correlation & Normal Distribution, Central Limit Theorem & Confidence Intervals, Hypothesis Testing.

This certificate is given to students who successfully completed Clarusway Statistics Course in the Clarusway Data Science Bootcamp after 30 hours live in-class of intensive work. They also successfully completed many challenging code hands-ons, 5 assignments. They completed 50+ hours of pre-class & post-class activities. During this course, students used many tools and methods such as: Clarusway LMS (Learning Management System), Mentoring (Group & 1on1), LABs, Workshops, Teamworks, Kahoot, Flipgrid, Peardeck, Zoom, Slack, etc. as well as the skills specified in the certificate.

Topics Covered: Introduction to Tableau, Visual Analytics, Combining Tables & Data, Calculations, Dashboards

This certificate is given to students who successfully completed Clarusway Data Visualization with TABLEAU Course in the Clarusway Data Science Bootcamp after 40 hours live in-class of intensive work. They also successfully completed many challenging code hands-ons, assignments, and 2 projects. They completed 50+ hours of pre-class & post-class activities. During this course, students used many tools and methods such as: Clarusway LMS (Learning Management System), Mentoring (Group & 1on1), LABs, Workshops, Teamworks, Kahoot, Flipgrid, Peardeck, Zoom, Slack, etc. as well as the skills specified in the certificate.

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