Data Analytics & Machine Learning with Python

Overview:

Every minute, enormous amounts of data are produced. On the other side, organizations are attempting to investigate every possibility to make sense of this data. Here is where data analytics has become essential to successfully running a firm. It is frequently employed in businesses to promote profitability and expansion. We’ll learn Python-based data analytics in this course.

What you will learn?

In this course, the student will be familiar with the python programming from scratch. After learning the python, our teacher will train different data analytics technique along with data collection process. Finally, the student will learn how to deploy the data analytics skills into any Machine Learning problem.

Who this course is for:

  • Total beginners
  • Computer programmer
  • Who desires a new career path

Certification:

After completing the course students will get a certificate and they can call themselves certified in Social media marketing. They can also work on any IT farms or any freelancing platform. Here we also provide job placement opportunities.

Modules

Course Introduction

  • Course Objective
  • Career Opportunity
  • Course Outline

Setup Python

  • Python Installation
  • Coding Environment Setup (VSCode, Jupyter Notebook)

Python Basic

  • Variable
  • Output
  • Operator
  • Conditional Statement
  • Loop
  • List
  • Dictionary
  • Set
  • Function

Numpy

  • Array
  • Functions
  • Indexing and slicing
  • Shape Manipulation
  • Seed Function
  • View vs Copy
  • Array Transposition
  • Array Processing
  • Array I/O
  • Numpy vs List

Pandas

  • Installation
  • Read and Write CSV
  • DataFrames
  • Reindex
  • Row and Column Iterate
  • Drop Entry
  • Replace Entry
  • Data Preprocessing

Data Collection with Web Scraping

  • Introduction
  • Selenium/Beautiful Soap/ Scrapy
  • XML API
  • Store data into csv/excel/json/db

Data Processing with NumPy and pandas

  • Statistical Knowledge
  • Data Cleaning
  • Empty Data Handling
  • Data Filtering
  • Data Replacing

Machine Learning with TensorFlow

  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning

Report Generator with Matplotlib

  • Installation
  • Line Chart
  • Bar Chart
  • Pie Chart
  • Color Formation
  • Font manipulation
  • Save chart as PDF/PNG/SVG/JPG

Software Taught

  • VS Code
  • Jupyter Notebook
  • Pycharm
  • Xampp Control Pane

Career Opportunity:

After course completion, students can get jobs as:

  • Data Analyst
  • Data Engineer
  • Machine Learning Engineer

৳ 15,000.00৳ 20,000.00

Offline Course Fee

Regular Fee   : BDT 30,000

Discount Fee : BDT 20,000

Online Course Fee

Regular Fee   : BDT 30,000

Discount Fee : BDT 15,000

Working Hours

Monday 10:00 am – 9.00 pm
Tuesday 10:00 am – 9.00 pm
Wednesday 10:00 am – 9.00 pm
Thursday 10:00 am – 9.00 pm
Friday 10:00 am – 9.00pm
Saturday 10:00 am – 9.00 pm
Sunday 10:00 am – 9.00 pm
EXCELLENT
184 reviews on
Jannatul Ferdous
Jannatul Ferdous
নিজের ব্যক্তিগত ইচ্ছে থেকে চাইতাম ফ্রিল্যান্সিং শিখব।যার জন্য এক্সাম এর পর মিরপুর এর মধ্যে ভালো একটা IT centre খুজছিলাম।একদিন ইউটিউব এ সার্চ দিলাম।First এই European IT Solution নাম টা সামনে আসে। ভালো ভাবে গুগল করে আমি সহ আরও দুইজন ফ্রেন্ড খোজ খবর লাগিয়ে একদিন দেখতে যাই।প্রথমদিন এ আপু আর স্যারদের বিনয়ী আচরণ ভালো লাগে।পরবর্তীতে নেক্সট উইকেই ভর্তি হয়ে যাই।ডিজিটাল মার্কেটিং কোর্স এ।আমাদের ক্লাস নিত Mofsena Akter Mitu আপু।প্রথম দিন থেকেই উনি খুব ভালোভাবে আমাদের সবটা বুঝাতো।আমরাও ছিলাম তার ভালো বাচ্চা😁।যাক হাসি,মজায় প্রায় ৪মাস কেটে গেছে।সেখানকার প্রতিটা Teacher ও খুব বিনয়ী।আর আমাদের Mentor মিতু আপুও আমাদের সাথে তো প্রায় মিশেই গেছে।যাক এখানকার service ও খুব ভালো ছিল।খুব ভালোভাবে আমাদের প্রতিটা ক্লাস এ Effort দিয়েছে আপু।আমরা কৃতজ্ঞ আপু এবং সেখানকার Boss এর কাছে।উনি শেষ দিন আমাদের অনেক ভালোভাবে সবটা বুঝিয়ে দিয়েছে।খুব ভালোভাবে আমাদের সাথে সবাই শেষ দিনটা পালন করেছে। তাদের অনেক ধন্যবাদ।সবশেষে, তাদের কাছে সবকিছুর জন্যই ধন্যবাদ।
Israt Jahan Tonny
Israt Jahan Tonny
💁‍♀️I was scrolling through Facebook one day with a sky-high frustration. And I was thinking how life has stopped. I have lost the pace of life. I always like to be a little busy. I did an online course earlier in digital marketing but I was not satisfied. That's when I started searching on Facebook where offline courses can be taken. Where are good IT institutes? Found the European IT Solutions Institute. 💁‍♀️One day I went to their office and I felt very good. I got admitted and classes started within a few days. Today I completed the 4 months digital marketing course. Now I can proudly say that I am satisfied with digital marketing. 🤵‍♀️🧕My mentor was Mitu Ma'am. She is a very skilled digital marketer. Ma'am explained every subject very well. I thought she was my ma'am or my elder sister. She behaved so well and explained every subject so beautifully. 💁‍♀️Classes are held in fully air-conditioned and modern well-equipped labs. European IT Solutions Institute is a best IT Institute.
Auntic Ayon01
Auntic Ayon01
I am Auntic Ayon. I just completed my basic Computer course by Harun Ur Rashid sir. He is one of the best teacher. He was so helpful towards me which helps me to share every problem i got during my classes. Thank you European It for everything. Because without them i can't be skillful which i am now. Again Thank you .
bulbul ahamed
bulbul ahamed
I started digital marketing from here. Now monthly income more $900 ✨ The teachers are very skilled and professional.
Akash khan
Akash khan
Good for learners.
Alaminbin Shofiqul
Alaminbin Shofiqul
Thank you European IT Institute.. Support and guideline android app development with flutter..
Md Asif Hossain
Md Asif Hossain
I thing European IT is a one of the best Institute in Bangladesh. I feel very lucky to be able to train here. My mentor was very friendly and approachable. We have explained everything in simple language. If we had any problem he would solve it for us online. After all thanks for everything. Md. Asif Hossain. Batch: Web development with Laravel. Mentor : Md. Shariful Islam.
mehedi hasan
mehedi hasan
European it is the best industrial attachment Training center. Sobai asben