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BROCHURE- Data Science Learning Path_Board_infinity
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DATA SCIENCE LEARNING PATH Level up your career in data science and land the job of your dreams.
HIGHLIGHTS OF THE Learning Path 150+ Hours of Online training 1:1 Mentoring Career Service and Placement opportunity Learn from Industry Experts Learn 12+ Tools & Skills 800+ Certified Learners
WHO ARE WE? Board Infinity is a full-stack career platform for students and jobseekers enabled by personalized learning paths, career coaches and access to opportunities. Be it a career transition, your first job, campus placements preparation or any career guidance. Board Infinity is a one- stop solution to all your career needs. OUR OBJECTIVES? Students ∞ Coaches Enable meaningful connections between students and coaches. Colleges ∞ Employers Coach and train college students and provide employers with business ready talent. Students ∞ Employers Connect talent to the right opportunities.
WHAT IS DATA SCIENCE? Data science is a multi-disciplinary field. It uses scientific methods and algorithms to extract knowledge and insights from structured and unstructured data. Data Science is a similar concept like data mining and big data-- "uses the most powerful hardware and programming systems, and the most efficient algorithms to solve problems". OUR ACHIEVEMENTS
ABOUT THE COURSE Introduction to Data Science & Field clarity 1 week Business Analytics with Excel -Live Projects -Case study -Hackathon 2-3 week Data Visualization & Story telling using Tableau 4-5 week Live Projects- Case study- Hackathon- -Live - -Projects -Case study 6-7 week Advanced SQL 8-10 week Live Projects- Case study- Maths of Data Science Programming of Data Science -Live Projects -Case study -Hackathon 11-14 week Live Projects- Case study- Hackathon- 15-18 week Deep Dive into Machine Learning 19 Career Coaching & Placement Support week
SALIENT FEATURES OF THE COURSE 100+ Hours of Hands-on Assignments and Projects Teaching assistance Career Services and Placement opportunity Lifetime Access to Latest Content, Blogs 24X7 Support through Discussion form Weekly Guest Sessions and Workshops 1:1 evaluations and Doubt clearing sessions Build your Softskills WHO SHOULD TAKE THE COURSE? Any College Fresher Student, 0-4 Yrs Experience.
WHAT WILL YOU LEARN Introduction to Data Science & Field Clarity About the course and Learning Path Understanding Data Science Discipline Difference between Business Analytics, Business Intelligence, Data Science, Machine Learning, Artificial Intelligence, Deep Learning & Big Data Motivation & Inspiration for getting into Data Science/AI/ML FieldTraditional Approach v/s Data Science Approach Applications and Real world problem examples (How is it happening in the companies, Why so much hype, Why companies want it, How is it everywhere) Common Misconceptions in Data Science & Machine Learning Skills you will Learn Machine Learning Python Excel Career Services & Placements Tableau Data Science Statistics & Probability SQL
Business Analytics with Excel Understanding Business Metrics Learn Business Analytics with Excel Business Analytics with Excel(Basics, Functions, Pivot Tables, Dashboarding, Business Analytics, Stats) Advance Data Visualization Exploratory Data Analysis using Industry grade databases Skills you will Learn Mathematical, Statistical & Logical Functions Excel Pivot tables/ Charts Dashboarding Hands-on Case study Data Visualization and Storytelling using Tableau Fundamentals of Data Visualization Excel Vs Tableau Vs Power BI Tableau Public and Tableau Desktop Platform Managing, Organizing, & Enhancing Data in Tableau Interactive Graphing and Charts Storytelling and Dash-boarding in Tableau Skills you will Learn Interactive Graphing and charting Hands-on Case Study Tableau Desktop Advance Visualization Tableau Public Live Projects
Advanced SQL In this Module, you are going to learn about different queries in SQL and the Database and how you create and retrieve Data. Skills you will Learn Basic & Advance Queries in SQL My SQL NoSQL Joining Multiple Databases Joining Multiple Databases Joining Multiple Databases Maths for Data Science Without Mathematics, there's nothing you can do, because everything around you is Mathematics. This module will make you understand how statistics and probability play an important role in understanding Data Analysis. Skills you will Learn Mathematical, Statistical & Logical Functions Excel Pivot tables/ Charts Dashboarding Hands-on Case study
Pthon programming of Data Science Introduction to Anaconda Overview on Anaconda and Jupyter Notebook Python Vs R Language Basics of Python Programming Python Functions and Classes Solving Basic Programs in Python(Fibonacci Sequences, Prime Numbers, 0/1 Knapsack Problem) Data Wrangling using NumPy Application and Real-world Problem solving using NumPy Data Wrangling using Pandas Data frame and Series in Pandas Python for Visualization: Matplotlib & Seaborn Skills you will Learn Mathematical, Statistical & Logical Functions Excel Hands-on Case study Pivot tables/ Charts Dashboarding Deep Dive into Machine Learning This module will answer all your questions related to Machines. You will be Predicting and Analysing data using Supervised and Unsupervised Learning. Also, you will be learning Natural Language Processing for building some good Projects. Skills you will Learn Linear Regression Logistic Regression Decision Trees & Random Forest Natural Language Processing Clustering Live Projects
Career Service and Placement Preparation Your technical knowledge sounds but you are not getting a job offer, Wonder why? It may be because of your lack of soft skills. This module will guide you in building your soft skills. It will also help you in creating and maintaining your portfolio, how to search for jobs along with tips for cracking interviews. We provide 1:1 placement coaching in a series of sessions Role Clarity Knowledge Check Project Assignment Project evaluation and Development Resume Building Mock Interview
ELECTIVES (EXTRA MODULES) Advance Machine Learning Big Data Hadoop & Spark Developer Power BI AI Chatbot Building Alteryx
ELECTIVES (EXTRA MODULES) Advance Machine Learning Advance Machine Learning is an upgraded model of machine gaining knowledge of this is stimulated by way of how the human brain works. It is also one of the fairly fashionable abilities in tech. In this module, you may not just analyze the essential theory of deep mastering, NLP, Neural Networks however you may additionally learn how to write your very own neural network. Doesn't be counted in case you're a novice or a seasoned, you swill be capable of increase in-demand abilities and get a head start for your profession. Big Data Hadoop & Spark Developer Big Data Hadoop and Spark Developer module lets you master the concepts of the Hadoop framework, Big Data gear, and methodologies to put together you for achievement in your function as a Big Data Developer. Power BI This module covers the basics of Power BI and ideas and techniques used to investigate information visually. This module is for anybody who needs to upskill similarly in their career or a novice who desires to begin their journey in Data Science. This module requires no earlier expertise in visualization and is open to everybody wishing to acquire Power BI talents. AI Chatbot Building This module covers the insights of AI chatbot that it can be built by using Google Dialog flow and Rasa. This is a chatbot which will define the user story and task. In this module we will be building the chatbot and will be developing the API and also deploy the buitup chatbot which will be having wider integration functions. Alteryx This module covers the insights of Alteryx Tool that through this data can be read, write, blend. This is a data parsing tool which is used for Data analysis and Data wrangling and helps in end to end workflow creation.
PROJECTS Titanic Survival Case Study In this project, we will explore a subset of the RMS Titanic passenger manifest to determine which features best predict whether someone survived or did not survive. To complete this project, you need to analyse the dataset, Create Problem Statements, Visualize the Dataset. You will analyse the result using Excel Dashboarding technique by creating Different Charts and Analysing the Dataset. Netflix Movie Recommendation This project aims to build a movie recommendation mechanism within Netflix Movie Recommendation Dataset. In which you analyse the data and recommend the best TV shows to users, based on self & others behavior. You will be representing the details using Excel Dashboarding technique by creating Different Charts and Analysing the Dataset.
Real Estate Price Prediction In this project, We will Explore the Houses Prices depending upon the area. We will solve the problem of predicting house prices for house buyers and house sellers. You will be using the Regression Technique for solving the Problem Statements and for analysing the dataset. Taxi demand prediction in New York This project objective is to develop a Machine Learning model to predict the Taxi Demand for Yellow Cabs in New York City. Based on the data, Machine Learning Model predicts the pickup demand of cabs in 10 minutes time frame.
Predict Wine Quality with Decision Trees and Random Forest This project aims to use Regression Trees and Model Trees to create a system capable of mimicking expert ratings of wine. We propose a method of assessing wine quality using a Decision Tree and Random Forest and test it against the wine-quality dataset. Quora Question Pair Similarity In this project's, Identify which questions asked on Quora are duplicates of questions that have already been asked. You will be working on Natural Language Processing to solve the duplicity of the questions.
Uber Supply-Demand Gap Analysis-EDA In this project, you will be analysing the problem of cancellation by the driver or non-availability of cars from the airport. With the help of Python Libraries like Pandas, NumPy and Seaborn you will be analysing the data and building the project. Zomato Restaurants Analysis Zomato API Analysis is one of the most useful analysis for foodies who want to taste the best cuisines of every part of the world which lies in their budget. In this project, you will be analysing the restaurants, their foods, value for money and the regions. In this project, you will be working with the Advance Libraries of Python i.e, Pandas, NumPy, Matplotlib and Seaborn.
IMDB Movie Dataset This project aim is to Visualize and find out what characteristics of movies produce the highest revenue, which Web Series is preferred by people over the years etc. In this project you will be analysing the IMDB Dataset which has over 5000 rows and finding out the best solution over different Problem Statement. Trending YouTube Video Statistics Using Data Visualization technique you will be analysing the some interesting facts about Youtube trending videos. Which will help you understand the procedure of how does the Tending Videos on Youtube works.
OUR COACHES Ruble Joseph Vice President Head of Center of Excellence for Data Science eClerx Geetanjali Prasad Head Data science Nearby Techonologies
OUR COACHES Ayushman Dehingia Senior Analyst, Business Intelligence Dell Techonologies Vedant Dwivedi Deputy Manager Reliance Jio Digital Services Pvt Ltd
OUR COACHES Punit Shah Data Science Lead Synechron Bharath Kumar Bolla Analytics Consultant (Lead) Verizon
WHAT OUR CERTIFIED STUDENTS SAY ABOUT OUR COURSE? I'd say this is the best data science institute. The course had everything, Live online classes, Capstone projects, 1:1 mentoring directly from industry experts, placement assistance, and a whole lot more. Finally, I got an offer letter from apnapaisa.com as a Data Analyst after completing the Data Science Learning Path. Kedar Joshi Data Analyst, Apnapaisa.com I didn’t know anything about coding, but now I can build machine learning models, code in Python, etc. I even have 10-12 datasets that I can upload to my LinkedIn, Kaggle or GitHub.I’m truly grateful to all the people from the Board Infinity team who believed in me and kept pushing me… Even when I didn’t believe in myself. Business Analyst, CovertCart Swapneel Panda
CAREER TRANSITION OF OUR LEARNERS ASHISH SURVE UJJAWAL PRAKASH SACHIN KADLIMATTI B.E/B.TECH MBA-MARKETING DATA ANALYST ECLERX Sr. Data Analyst QUANTIPHI TIGER ANALYTICS Data Scientist ML Engineer
WHAT OUR CERTIFIED STUDENTS SAY ABOUT OUR COURSE? Generally, companies don’t hire freshers directly, they put them through training first and only then you’re hired. Board Infinity’s teaching methods are structured in such a way that you don’t really need any training from the company, and companies are more willing to hire you. Sr. Analyst, eClerx Shreyank Purohit This Learning Path helped me land my new job. Now, I’m helping The company to map the Data better to drive solutions To various consumer problems. Data Analyst, Ambit Group Aditya Jadhav
CAREER TRANSITION OF OUR LEARNERS ASHISH LEPCHA KEDAR JOSHI DHEERAJ PRANAV B.E/B.TECH B.E/ B. TECH B.E/ B. TECH TRELL Data Scientist APPLICATE AI ML Engineer ANDROMEDA Data Scientist
WHAT OUR CERTIFIED STUDENTS SAY ABOUT OUR COURSE? With the help of Board Infinity Data Science Learning Path, the process became enjoyable and easy for me. I had to learn everything from scratch. The mentors made sure they simplified data science concepts in a manner that was easy to understand. For me, being resilient is the key. I landed a job at eClerx India as Senior Data Analyst. Sr. Analyst, eClerx Sachin Kadlimatti I want to choose this Data Science learning path specifically because it falls in line with all of my inherent skills. Every data science coach was also superb at teaching & clearing doubts. We also had a whole placement preparation process which was just amazing. I'd review this data science course in one word "The best". Data science Learner Md Khalid
CAREER TRANSITION OF OUR LEARNERS RAHUL PADWANI HARSHVARDHAN SAWRAJ CHEDE B.E/B.TECH B.E/ B. TECH B.E/ B. TECH ECLERX Data Scientist REBEL FOODS ML Engineer ANNALECT Associate Data Analyst
200+ POTENTIAL RECRUITERS
COURSE FEE AND REGISTRATION (A) Training(i) (Live classes, Workshops, 1:1 coaching, Projects, Doubt clearing sessions, Hackathons etc.) ₹65,000 + 18% GST (35% OFF) ₹1,00,000 Duration of the Course Weekly Commitment How to Register Call at +91-8879654341 or 4 months + 2 months placement training 12to14Hours mail us at connect@boardinfinity.com Income Share Agreement (ISA) EMI Payments Mode 1 Year Credit/Debit Card, Bank Transfer or Cheque NoCostEMI Available in Mumbai, Delhi NCR, Bangalore / Boardinfinity