AI & ML

From broken models to blurry logic — we help you decode machine learning like a human.

AI & ML Help That Doesn’t Assume You’re Already a Google Engineer

Let’s be honest — artificial intelligence sounds cooler than it feels when you’re buried under matrix math, jupyter notebooks, and a deadline that’s screaming louder than your neural net. You’re expected to understand algorithms and explain them. Build models and interpret metrics. And don’t even get us started on the code that runs perfectly fine on YouTube but crashes on your laptop.

That’s why Yamco exists. We help students make sense of AI and machine learning — one problem, one dataset, one (fixed) error at a time. Whether you’re a CS major or a business analytics student just trying to survive supervised learning — we’re here to help you build, explain, and submit with confidence.

What You’ll Learn / Gain Support In:

  • Assignment support across supervised, unsupervised, and reinforcement learning

  • Model explanation: Decision Trees, SVMs, Naive Bayes, kNN, Logistic Regression, etc.

  • Deep learning basics: ANN, CNN, RNN, activation functions, overfitting — broken down for humans

  • Evaluation metrics: accuracy, precision, recall, F1, confusion matrix

  • Python code reviews (NumPy, Pandas, scikit-learn, TensorFlow, Keras)

  • Cleaning & preparing datasets for ML pipelines

Tools We Specialize In:

  • Python (NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn, TensorFlow, Keras)

  • Jupyter Notebooks, Google Colab

  • Excel (for simpler models or visualization when needed)

  • PowerPoint (for model presentations or project showcases)

  • GitHub (for submissions, versioning, or just syncing your mess)

  • Google Scholar, ArXiv, IEEE — real research, explained simply

Project Types We Handle:

  • Classification and clustering projects for e-commerce, health, and finance data

  • Sentiment analysis using NLP and vectorization (TF-IDF, word2vec)

  • Forecasting models using LSTM and ARIMA hybrids

  • ML-based fraud detection logic with confusion matrix discussion

  • Capstone submissions that needed “just one more plot to make it make sense”

  • Research paper interpretation: what the author said vs what they meant

Example Requests We Cover:

  • “The model accuracy is okay… but I don’t know how to write about it.”
  • “Can someone explain why my training loss is flatlining?”
  • “This looks like it’s working… but I don’t know if it’s right.”
  • “My project is half code, half confusion. Can you help polish it?”

Submit Your Request

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Free Samples

Sample Modules We’ve Covered:

Explore a wide collection of real assignments, essays, reports, and case studies – written by our experts, free to download and review. Whether you're checking quality, formatting, or topic coverage — our samples speak for themselves.

Transparent. Helpful. 100% Free.

Evaluating Tesla’s Competitive Advantage Through Porter’s Five Forces

This case study analyzes Tesla’s strategic position using Porter’s Five Forces and the VRIO Framework to identify the sources of its competitive advantage.

Strategic Analysis of Netflix’s Global Expansion Using the Ansoff Matrix

This case study examines Netflix’s international growth through the lens of the Ansoff Matrix, which categorizes corporate strategy into four quadrants.

Strategic Planning for Airbnb’s Post-COVID Business Model

This case study analyzes how Airbnb redefined its strategy following the COVID-19 pandemic, which devastated global travel. The company shifted focus from urban tourism to rural stays.

TURNAROUND STRATEGY AT STARBUCKS DURING THE 2008

This case study explores how Starbucks, under the leadership of Howard Schultz, implemented a successful turnaround strategy during the 2008 financial crisis.

ZARA’S FAST FASHION MODEL: BALANCING SUPPLY CHAIN EFFICIENCY AND STRATEGIC AGILITY

Zara, a brand under Inditext, is globally recognized for its ability to bring new fashion to stores in weeks, not months. Value Chain, Framework etc.

Free Samples

Student Testimonial

I didn’t know how to structure my case study report. Their edits made it polished, focused, and clear without changing my tone.

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Emily Carter

Business Analytics Student

I struggled with debugging my Java code. Yamco showed me the fix and helped write clean comments that made my logic easier to follow.

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Rohan Mehta

Computer Science Student

I wasn’t sure how to explain my model output in plain language. They helped me write a clean, understandable report that impressed my professor.

Lukas Schneider

Data Science Student

My professor said my paper lacked structure. Yamco helped revise it so my arguments flowed clearly and aligned with the guidelines.

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Amelia Thompson

Public Health Student

I couldn’t figure out how to analyze my cash flow model. Yamco explained the logic and helped me write the results like a real analyst.

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Noah Bouchard

Finance Student

My reflection felt too descriptive and flat. They reworked it to follow Gibbs model and made it sound like something I could defend.

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Chloe Williams

Psychology Student

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Frequently asked Questions

Who are the mentors?

Experts in statistics, SPSS, R, STATA, and academic research from top global universities.

Yes, we translate raw SPSS tables into clear academic interpretations.

Absolutely, we handle citations, headings, and references as per APA 7.

Yes, we clean and analyze survey data from Google Forms, Excel, or CSV.

Can you help with Chapter 4 of my thesis?

Yes, we handle results, charts, tests, and interpretation in one go.

Yes, including fixed/random effects, DiD, and model comparison.

T-test, ANOVA, chi-square, regression, correlation, and more.

Yes, we support qualitative coding and structured theme write-ups.

Who are the mentors?

Experts in statistics, SPSS, R, STATA, and academic research from top global universities.

Yes, we translate raw SPSS tables into clear academic interpretations.

Absolutely, we handle citations, headings, and references as per APA 7.

Yes, we clean and analyze survey data from Google Forms, Excel, or CSV.

Can you write basic scripts for automation?

Yes, we help with Python scripts, file handling, and logic building.

Yes, we guide you through queries, joins, and simple normalization.

Yes, including layout, responsiveness, and code organization.

Yes, we provide cleanups, logic review, and documentation tips.

Can you rewrite my reflection using Gibbs model?

Yes, we structure it clearly while keeping your tone intact.

Yes, we handle SWOT, PESTLE, Porter’s, and recommendation framing.

Yes, including spacing, headings, citation style, and cover page.

Yes, we humanize AI content with better flow and real logic.

Can you summarize long reports?

Yes, we extract key insights and simplify language for clarity.

Essays, reports, slide decks, SOPs, project documentation, and more.

Yes, we review content and prep you with talking points.

Yes, with original rewording and optional referencing if needed.

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