MAKTECH Institute
Live CourseOnline
4.9 (312)

Applied Machine Learning & Python for Data Science

Learn practical Python programming, Pandas, NumPy, Scikit-Learn, and regression/classification models.

৳5,200৳8,500
✓Use this promo code to get 40% discount: Ismail
88 Live Classes
12 Modules
Certificate Included
8 Projects
Batch start08 Nov
Class Time9:00 PM - 10:00 PM (Sat, Mon, Thu)
Available Seat4
Applied Machine Learning & Python for Data Science

About This Course

In today's digital world, Digital Marketing skills are essential for building an online career, starting a freelancing journey, or growing your own business. Our Full Stack Digital Marketing Course is designed to take you from the fundamentals to advanced marketing strategies, including Facebook Ads, Google Ads, SEO, Social Media Marketing, Content Marketing, Web Analytics, and Server-Side Tracking.

This course goes beyond theory. You'll gain hands-on experience through practical assignments, industry-relevant tools, and real-world projects. Learn how to reach the right audience through Facebook and Google Ads, increase organic website traffic with SEO, analyze campaign performance using data, and develop effective marketing strategies for clients and businesses.

What You'll Learn:

  1. 1.Digital Marketing Fundamentals
  2. 2.Facebook & Instagram Ads
  3. 3.Google Ads & YouTube Ads
  4. 4.Search Engine Optimization (SEO)
  5. 5.Social Media Marketing
  6. 6.Content Marketing Strategy
  7. 7.Web Analytics & Server-Side Tracking
  8. 8.Marketing Funnel & Lead Generation
  9. 9.E-Commerce Marketing
  10. 10.Campaign Optimization & Performance Tracking
  11. 11.Freelancing Marketplace & Client Communication
  12. 12.Real-World Digital Marketing Projects

What Will You Get After Completing the Course?

You'll get access to the complete study plan, step-by-step learning guidelines, practical assignments, opportunities to work on real-world projects, and freelancing guidelines at the end of each module. You'll also receive guidance and support to improve your skills, find clients, and get started on freelancing marketplaces.

Can You Join Without Any Previous Digital Marketing Experience?

Absolutely! We'll start from the very basics, so you don't need any prior experience. With consistent practice, regular participation, and a willingness to learn, you can gradually develop your skills and work toward becoming a professional digital marketer.

Don't just learn Digital Marketing—turn your skills into real opportunities and start building your future today!

12 Modules, 32 Classes

8 Projects, 23 resources

Class 1: Google Ads Auction & Bidding Algorithm Explained
Class 2: Account Hierarchy, Campaign Objectives & Quality Score Secrets
Class 3: Keyword Research Mastery using ChatGPT & Keyword Planner
Class 4: Negative Keyword Architecture to Eliminate Wasted Ad Spend
Class 5: Crafting High-CTR Responsive Search Ads with AI Copywriting
Class 6: Ad Extensions / Assets (Sitelinks, Callouts, Structured Snippets)
Class 7: Smart Bidding vs Manual CPC: Target CPA & Target ROAS Setup
Class 8: Competitor Intelligence & Auction Insights Analysis
Project 1: Live Campaign Setup & Structure for an E-commerce Client
Project
Project 2: Audit and Optimization Framework for Live Accounts
Project
2 Hands-on Projects
6 Downloadable Resources
Class 1: Google Tag Manager (GTM) Container Architecture & Testing
Class 2: Setting up Google Ads Conversion Tracking & Enhanced Conversions
Class 3: Data Layer Variable Configuration & Purchase Event Triggers
Class 4: Google Merchant Center (GMC) Account Setup & Policy Approvals
Class 5: Product Feed Integration, Title Optimization & Troubleshooting
Class 6: Standard Shopping Campaigns vs Performance Max (PMax)
Class 7: Asset Groups, Audience Signals & Search Themes in PMax
Project 1: Complete GTM & Conversion Tracking Implementation
Project
Project 2: Launching a High-ROAS Google Shopping Campaign
Project
2 Hands-on Projects
5 Downloadable Resources
Class 1: GA4 Architecture, Data Streams & Custom Dimensions
Class 2: Linking GA4 with Google Ads & Audience Synchronization
Class 3: Cross-Channel Attribution Models & Conversion Path Analysis
Class 4: Retargeting Sequences & Dynamic Remarketing Campaigns
Project 1: Building Custom Looker Studio Performance Dashboards
Project
Project 2: Enterprise Budget Scaling & ROAS Optimization Plan
Project
2 Hands-on Projects
4 Downloadable Resources
Class 1: Shopify Architecture, High-Converting Theme Selection & Setup
Class 2: Product Page Optimization for Maximum Checkout Conversions
Class 3: Technical SEO for E-Commerce: Site Architecture & URL Structures
Class 4: On-Page SEO: Title Tags, Meta Descriptions & Keyword Mapping
Class 5: Product & Review Schema Markup using JSON-LD
Class 6: Core Web Vitals, Image Compression & Store Speed Optimization
Class 7: International SEO, Currency Selectors & Multilingual Setup
Class 8: Blog Content Strategy for Organic Traffic Acquisition
Class 9: Internal Linking Strategies & Category Page SEO Powerhouse
Project 1: Full Technical SEO & Conversion Audit of an Active Shopify Store
Project
Project 2: Complete Product Schema & Meta Tag Optimization Implementation
Project
2 Hands-on Projects
6 Downloadable Resources
Class 1: First-Party Data & Server-Side Tracking Fundamentals (Stape / Cloudflare)
Class 2: Meta Pixel & Conversions API (CAPI) Server-Side Deduplication
Class 3: Cookie Lifetime Extension & iOS 14.5+ Attribution Recovery
Project 1: End-to-End Server-Side GTM Setup for Shopify
Project
Project 2: Client Reporting & Conversion Tracking Verification
Project
2 Hands-on Projects
2 Downloadable Resources
Class 1: Capstone Client Presentation & Freelancing Pitch Strategy
Project 1: Comprehensive Capstone Project Submission & Portfolio Defense
Project
1 Hands-on Projects
1 Downloadable Resources

What Tools You Will Learn

M
Meta
G
Google Ads
C
ChatGPT
G
Google Analytics
O
OpenAI

Instructor

Mohammad Alamgir Kabir

Chief Growth Architect at BizPartner 360 | Digital Marketing Assessor at Bangladesh Technical Education Board | Former Digital Marketing Manager at Fingerprint Information Technology Limited | Former Digital Marketing Strategist at BBC Media Action | Former Affiliate Marketing Specialist at Impact | Former Digital Marketing Specialist at PIXELESEO | Former Digital Marketing Specialist at Upwork

Mohammad Alamgir Kabir

Certificate

After Completing This Course You Will Get A Certificate

Certificate

WHAT OUR LEARNER SAY

Community development is often linked with community work or community planning, and may involve stakeholders, foundations.

Creating professional paystubs has never been this easy. The process was simple, fast, and the final document looked clean and professional. Highly recommended!

Sabo MastiesFounder @ Rolex

I needed a paystub quickly and Paystubs USA made the entire process straightforward. I could enter my information, review the document, and download it without creating.

SamFounder @ Migeko
Applied Machine Learning & Python for Data Science
৳5,200৳8,500
✓Use this promo code to get 40% discount: Ismail

What You'll Get in This Course:

7-Month Study Plan
Google Ads
Other Social Media Marketing Strategies
Freelancing Guidelines at the End of Each Module
Everything About Facebook Ads
Web Analytics & Server-Side Tracking
SEO (Search Engine Optimization)
Ongoing Support Until You Start Earning